This class focuses on the art of computer graphics and image processing. We explore the concepts of pixilation, image representation and granularity and the tension between reality and image. Students are introduced to the tools and techniques of creating dynamic and interactive computer images from scratch, manipulating and processing existing images and videos, compositing and transitioning multiple images, tracking and masking live video, compositing and manipulating live video as well as manipulating depth information from Kinect. The class uses Processing and the Java language and also introduces students to shaders and the glsl language.
This course is designed to provide hands-on experience with creative coding, physical computing, and machine learning to design alternative forms of taking, making, processing, and interacting with images for visual communication and creative expression. The forms and applications of emerging computational tools are explored weekly in technical tutorials and active workshops. These are informed by seminar discussions of readings on critical debates in photography, the history of its tools and uses, and the works of historical and contemporary photographers and artists using photography and new media. Prerequisites: IMA’s foundation course, Creative Computing, or similar coursework with coding and microcontrollers.
This is an interactive media art class for people who want to develop creative experiences that are about something specific with a specific point of view! This sounds vague, but your projects won’t be! You’ll be provided with a step-by-step methodology for making research-driven creative and critical projects with a focus on experience design. For the first part of the semester, you’ll make a low-tech guide to a somewhat wacky random topic you’ve been assigned to. For the second part you’ll choose a topic you are passionate about and make an interactive experience that engages deeply with that topic. Skills touched upon: research methods, ideation, critique, experience design, intro-level Unity3d. Class time will consist of: creative exercises; discussion of readings, methodologies, and artworks; student presentations; critique sessions; guest artists and researchers; and a handful of demos. Why critical? In this class, critical means: discerning, eager to participate differently, cast new light on, re-examine, course-correct. Why experience? The work in this class will be looked at through the lens of its ability to change a user, participant, audience, viewer. Interactivity is one way of doing that, but through the lens of experience design, all art is temporal and embodied. A research-based art practice brings together an eccentric mixture of skills, including traditional forms of research (library and interview techniques, informal ethnographies) and experimental hands-on research (hunch-following, experimentation, systems thinking, prototyping, daily practice, user experience design, and user-testing). We’ll try ’em all!
This class looks at the chatbot as a unique medium of art in the context of the bigger art world and the current landscape of chatbot technologies. Students will engage in discussions about topics such as humanity under machine mediation, experiment with various computational tools, and develop creative projects using chatbot technologies.
If so much of life is circumstance, being in a certain place at a certain moment in time… Can we shape a life or at least a few brief moments of a life by designing the circumstances in which that life inhabits a space? In this course, we will treat space as a time-based medium and ask how interactive spaces can generate narratives that are lived rather than told. We will do so by interrogating four so-called “space-narrative” forms: Wandering The Desert, Processions, Circles and Territories. Through play, discussion and hands-on workshopping of both technical topics and ideas we will ask and attempt to answer some of the following questions: What constitutes a space? How do we experience a space over time? How does space shape our experience of time? How can space form a personal narrative? Media outputs we will employ include: lights, projection and sound. Interaction input sources will come from cameras and microphones. We will use p5.js, websockets and node.js for real-time interaction. Class time will be split between group improvisation exercises, playing with and critiquing examples and translating design strategies into code and logic.
This course is an introduction to Renaissance Art by exploring in depth the historical, political and cultural evolution of Italy and Europe between the 14th and the 15th centuries. This overview will be not confined to works of art but will include social and patronage issues – i.e. the role of the guilds, the differences in private, civic and church patronage – that affected the style, form and content of the Italian rich artistic output, which reached a peak often nostalgically referred to by later generations as the “golden age”. Themes such as patronage, humanism, interpretations of antiquity, and Italian civic ideals form a framework for understanding the works of art beyond style, iconography, technique and preservation. The course analyzes the historical and social background of the beginning of the Renaissance during the 14th century and the impact of patronage on art. It then focuses on the early 15th century art in Italy and Europe and deals with the Medici Family’s age. Lastly it analyzes the ‘golden Age’ of the Renaissance, specifically focusing on Verrocchio, Botticelli, Perugino and Ghirlandaio. By the end of this course, students gain a thorough knowledge of the Italian and European Renaissance Age, developing practical perception and a confident grasp of the material, understanding the relationship between both historical and artistic events and valuing the importance of patronage. As the Renaissance works are often still in their original physical settings, during field-studies to museums and churches in Florence students will have a unique opportunity to experience the works as their original viewers did and as their creators intended.
This course aims to provide students with the means to understand immersive media experiences, and conduct experiments from both a practical and a theoretical perspective. The course consists of lectures, research, discussion and studio-based practice. Students will learn to produce stereoscopic – 3D images and photogrammetric 3D models, utilize multi-channel video and sound systems, and be introduced to the Unity game engine and VR hardware. For the final project, students produce VR environments in experimental and meaningful ways. Prerequisite: None. Fulfillment: IMA/IMB elective.
An introductory course to machine learning aimed at a hands-on engagement and development of an intuitive understanding of related techniques and effects. The course uses the JavaScript language, and the ml5.js and p5.js frameworks to introduce the theory and application of machine learning algorithms. In exercises and assignments, students will experiment with building, using and critiquing machine learning models and datasets. Readings and discussions will cover relevant issues and frame the practice. This course builds on an existing practice of computer programming. Weekly assignments are required. Prerequisite: INTM-SHU 103 Creative Coding Lab Fulfillment: IMA/IMB elective.
In this course, students focus on the study and development of responsive environments, framed within a contextual and critical exploration of the architectural space as a cultural, social and technological phenomenon, and also on the application of practical scenarios for interaction, sentience, and intelligence. Through the making of creative media designs and physical prototypes, students aim to demonstrate how our habitats/spaces/architectures can facilitate novel frameworks for experiencing and living. Prereq for INTM-SHU 138 is Creative Coding Lab OR Interaction Lab OR Application Lab OR Media Architecture Fulfillment: IMA/IMB Elective
Technology is allowing us to see our clothing as an extension of our body. An extension acting as a system that reacts, collects information, and augments our modes of interactions with spaces and people. Historically, what we wear has been used to express our identity as well as complex issues related to class, race, ethnicity, gender, and sexuality. Leila Brillson states: “”What you wear is a part of your identity, and identity is, well, pretty darn political””. Interested in fashion as a form of expression, artists, designers, and architects are now crossing disciplines to explore the realm of fashion. Utilizing computation design, digital fabrication, and electronics they are proposing new wearables to speculate on the future of human existence by exploring the limits of the body. In this course, students will research and work with soft electronics and robotics integrated into textiles to make it possible to add controlled behavior and interactivity with their immediate environment. They will study nature and design wearables, understanding them like a second skin, as well as a soft interface able to gather information and transform itself. Students will also explore the complex geometries and designs allowed by digital design and manufacturing. Furthermore, this course will engage with both theory and practice, and introduce students to a specific design sensibility and methodology in order to design wearables reflecting on religious, social, and political issues. Prerequisite: INTM-SHU 101 Interaction Lab or INTM-SHU 103 Creative Coding Lab. Fulfillment: IMA/IMB Elective
This course surveys the implications of globalization for the production, circulation, and consumption of media. In this course, we will look across both analog and digital media (radio, TV, film, video, pop music, podcast, etc) in relation to a series of questions: How do media (and media industry) represents localities for a global audience? How can media practices create a feeling of belonging to the world/community? How may global media tell us about different material infrastructure, social imagination, and political desires? Students will explore media phenomena and critically examine media texts often beyond North American experiences. By the end of the class, students will be able to articulate how media connects to global flow of finance, cultural product, labor, and social aspirations.
This course investigates and illuminates the concepts and the aesthetics of kinetic sculpture and installation art in various forms from creative and historical perspectives. Students will learn to regard sound and performance as part of a sculptural form and learn to work with space. Students will gain woodworking and digital fabrication skills to expand on their physical computing skills to create moving sculpture and installation. The course consists of lectures, readings, and hands-on studio work.
Beginning with a design problem or challenge, and following a period of analysis and research, a designer can begin to draft, prototype, test, and evaluate possible solutions, often repeating these operations several times until the design reaches maturity. Agile software development methodologies, which involve the formation of self-organized cooperative teams, frequent deadlines with deliverables, and a willingness to accept changing conditions and requirements, have radically changed the way software is being produced. Additionally, new applications, such as Fritzing, 123D Circuits, and Eagle have greatly facilitated the process of electronic circuit design. And Computer Aided Design (CAD) applications, for example Rhinocerous and Tinkercad, and newly available digital fabrication equipment have dramatically quickened the pace with which designers can create physical prototypes. Students in this course will be confronted with a series of design challenges for which they have to propose and prototype possible solutions. The first design challenge will entail the entire class working together to produce a software prototype by adopting agile strategies. The second design challenge will involve students in the process of refining a circuit, and will require bringing a prototype from schematic, to breadboard, perfboard, and finally resulting in a printed circuit board. For the third design challenge, students will explore the use of 3D printers, laser cutters, computer numerical control (CNC) machines, and other tools to produce a physical prototype. Students will then be free to work on a personal design challenge for their final project. Prerequisite: Interaction Lab Fulfillment: IMA/IMB elective.
Technology products and services are increasingly a huge part of how businesses reach their end-customer and Product Managers (PMs) are the ones to lead teams to build software that solve real problems. This course is designed as an introduction course of how PMs do this across a variety of contexts to evaluate customer needs, translate needs into functional requirements, prioritize different aspects of development, work with cross-functional teams, launch a product and create a holistic vision of how customers experience the product. This course will focus on lectures, discussions, case-studies and hands-on exercises that replicate a typical product process at a startup, tech or non-tech company. This course equips students with the mindset, tools, frameworks to mindfully discover, design and build things that make an impact and meet the needs of real humans. We will cover both core product thinking, and also how to translate that into practical ways to make decisions and build great products. Prerequisite: None Fulfillment: Interactive Media Business Elective ; Interactive Media Arts Elective
The traditional understanding of media industries reminds us of mass media such as TV, radio, newspaper etc. Digital technologies, however have reshaped how media is made, consumed, and comprehended by increasingly fragmented audience groups. Self-made public accounts, search-based video streaming platforms, and social media apps refreshed our vision of media and challenged the existing ways of running a successful media. How to develop a thorough understanding of the rapidly changing market? This course is an introduction to the media industries, with a particular focus on the institutional forces (i.e., market structures, law and regulation, technological advancement, and audience dynamics) that shape the content and forms of emerging media. Combining lectures and guest talks, this class will make sense of the key concepts, professional terms, and business logics embedded in the production and operation of the global media industries. Furthermore, we will take case studies approach to examining the economic and social influences of media companies in specific contexts, particularly China, U.S., and U.K. These knowledge, together with the analytical skills that the students will acquire through in-class discussions, will allow them to comprehend and cope with the interplay among technology, market forces, and regulators in a wide array of media companies, including television, film, news, social media, video streaming, and the media-related tech businesses. Prerequisite: None. Fulfillment: IMB major Emerging Media Foundation course or IMB major IMA/IMB elective.
This course will introduce the full process for the identification, invention, and implementation of new technologies. With case studies on innovative products from around the world, successes and failures, practical advice, and ’Getting Started’ discussions, students are encouraged to learn from real projects and apply important lessons to their own ideas. Prerequisite: None. Fulfillment: IMA Major Electives; IMB Major Business Elective/Interactive Media Elective; Business and Finance Major Non-Finance Electives; Business and Marketing Major Non-Marketing Electives.
This practical course will introduce students with knowledge and tools to quickly iterate, validate and gauge business ideas. The course will explore questions such as: How can we validate an opportunity? What is a “value proposition” and how critical is it? What are the most popular business models and can new ones be invented? Why are investors constantly looking for “Product Market Fit”? Why do “Customer Cost of Acquisition” and “Lifetime Value” matter? The course will also provide an opportunity to apply these newly learned methodologies with two projects during the term of the class. The fourteen weeks classes will be divided into two projects where students will work in teams. One project will be focusing on the Chinese market, whereas the second one will be targeting the North American market. For both projects, teams will be experimenting with customers’ feedback, iterating business propositions and identifying key traction factors. At the end of each project, students will present and demo their business idea to their peers and an external audience of entrepreneurs/ business managers in Shanghai. Prerequisite: None Fulfillment: IMA Major Electives; IMB Major Business Elective/Interactive Media Elective; Business and Finance Major Non-Finance Electives; Business and Marketing Major Non-Marketing Electives.
In this course, we explore queer and transgender identity through practice, theory, and politics. Approaching media from queer, trans, and intersectional lenses can inform the way we understand the circulation of power around media technologies, and enable us to better understand their histories and cultural contexts. Our approach is grounded in theories, case studies, and readings from communication and media studies. Students are equipped to bring tools from queer theory & trans studies to their everyday encounters with media, technology, and culture.
Intermediate Game Studies provides students with an overview of the different methodological approaches used in game studies, in order to lay the foundations for advanced work in games research. Given the interdisciplinarity of the field, each section of the class will deal with the main areas of research that are included in games, from the humanities, to social sciences and computer science. Each section will analyze the approach of pre-existing research, alongside readings that will allow students to understand and critique how they followed specific methods.
This course explores the intersection of UI UX thinking and game experience/interface design. Students will be introduced to UI UX concepts and methods, and then supported in adapting them for game specific contexts. Game design – in fact all interactive design – is a conversational undertaking. Students will become better conversationalists both by adding to their store of experience design knowledge and by learning to focus on, empathize with, and draw out their conversation partners – the players.
The Emerging Media Studio courses explore methods to creatively think through and hybridize artistic photographic practice with emerging media technologies from medicine, the military, archaeology, urban planning, environmental science and other industries. Projects may take open-ended forms such as video, virtual reality environments, site-based performance, spatial imaging, 3D fabrication and photographic documentation. Critical readings and ideas drawn from artists as well as professionals in other fields are discussed. Our practice is learning how to adapt to and position ourselves as artists making unique contributions to the social dynamics of culture and a constantly shifting universe of media.
Topics: descriptive statistics; introduction to probability; sampling; statistical inferences concerning means, standard deviations, and proportions; analysis of variance; linear regressions; and correlation. Laboratory periods cover sample problems drawn primarily from economics. Meets three times a week, plus a lab session.
Can machines think? Do patterns in online searches predict the spread of the flu? Did Shakespeare really write that sonnet? Scientists use patterns in language to answer these questions, using the same concepts that underlie search engines, automatic translators, speech recognition, spell-checkers, and auto-correction tools. Focuses on the technological and linguistic ideas behind these applications and offers hands-on experience and insight into how they work. No programming experience required.
Why do so many high school students apply to study at expensive institutions when there are cheaper alternatives available? Who is able to attend, and who is excluded? Why do college costs keep rising so fast? Shouldn’t college be free? Students explore answers to these kinds of questions in this course. Students explore a range of economic concepts and empirical evidence that speaks to the value of Field available for additional information in footerhigher education for individuals and societies; state and institutional financial aid policies; and university budgets and spending priorities.
Students, teachers and schools exist within a larger political and economic ecosystem that shapes education institutions and opportunities. In this umbrella course, students learn how different social, political and economic forces shape education policies and practices as well as the choices that students and their parents make. Subtopic courses span a range of topics and case studies, including growing neoliberalism in education policy, the influence of the high cost of higher education, school choice and access, and trends in global education development.
Data Physicalization is an emerging research area. It explores new techniques to design and encode data into physical artifacts through geometry or material properties. Recent advances in Computational Design and Fabrication offer novel opportunities to complement traditional screen-based visualizations enhancing people’s ability to discover, understand, and communicate data. This course uses a data visualization approach to define new methods of computational design and digital fabrication. Students will create unique, data-driven, everyday objects and sculpt meaning into them. Through the use of platforms such as Rhinoceros: a 3D modeling software, and Grasshopper: a visual programming language, students will be introduced to fundamental computational methods for designing and fabricating, as well as the understanding of digital fabrication strategies for parametrically generated design.
Provides a comprehensive introduction to the traditional and contemporary music of the Celtic areas of Western Europe: Ireland, Scotland, Wales, Brittany, and Galicia. Recordings and live performances present the extraordinary range of singing styles and the musical instruments employed in each culture, including harps, bagpipes, and a variety of other wind, free reed, keyboard, and stringed instruments. Forms and musical styles are explored in depth, along with a study of their origin, evolution, and cultural links.
The Renaissance, like classical antiquity and the Middle Ages, is a major era of Western civilization embracing a multitude of styles. It is, however, held together by basic concepts that distinguish it from other periods. Main developments of Renaissance art both in Italy and north of the Alps: the Early and High Renaissance; relation to the lingering Gothic tradition; and Mannerism. Emphasis is placed on the great masters of each phase. The survival of Renaissance traditions in Baroque and Rococo art is examined in art and architecture.
Innovation is the process by which an organization generates creative new ideas and converts them into viable commercial products. Branding, on the other hand, is the process of creating a unique image for the product in the consumers’ mind. This perception reflects on the organization as a whole. Moreover, branding aims to establish a differentiated presence in the marketplace to attract and retain loyal customers. Thus, innovation and branding are inextricably linked for organizational success, or survival, in today’s hyper-competitive business landscape. This course aims to equip students with knowledge in both the innovation and branding processes. By participating in the International L’Oreal Brandstorm Competition, students will gain practical experience in formulating an idea, develop branding around said idea, and then pitching said idea (innovation and branding) in a competitive forum. Students will also develop an understanding of the role of design and innovation as a collaborative, multidisciplinary group activity; and improve writing and presentation skills. The course incorporates multiple ways of learning including: lectures, case studies, ethnographic research, industry expert feedback on projects and guest presentations, and design activities in the interactive media lab. In essence, the course integrates a project-based learning approach. (No Pre-requisites; satisfies IMB Major, and Business Major – Marketing Elective if Intro to Marketing has been taken, otherwise Non-finance/Non-marketing Elective)
Prerequisite: Three years of high school mathematics or equivalent. No prior computer experience assumed. Students with any programming experience should consult with the computer science department before registering. Students who have taken or are taking CSCI-UA 101 will not receive credit for this course. Note: This course is not intended for computer science majors, although it is a prerequisite for students with no previous programming experience who want to continue in CSCI-UA 101. Offered every semester. 4 points. An introduction to the fundamentals of computer programming, which is the foundation of Computer Science. Students design, write and debug computer programs. No knowledge of programming is assumed.
A comprehensive survey of critical issues in environmental systems science, focusing on: human population; the global chemical cycles; ecosystems and biodiversity; endangered species and wildlife; nature preserves; energy flows in nature; agriculture and the environment; energy systems from fossil fuels to renewable forms; Earth?s waters; Earth?s atmosphere; carbon dioxide and global warming; urban environments; wastes; and paths to a sustainable future.
This course examines the morality of our treatment of nonhuman animals. We start by asking about the nature of moral rights and duties. What are rights, and where do they come from? How do we resolve conflicts among rights? Do animals have rights? Next, what are obligations, and where do they come from? What makes right actions right? Do we have special obligations to members of our own family, nation, or species? Is there a moral difference between killing and letting die? Do we have group obligations as well as individual obligations? We then ask how these issues apply to our treatment of nonhuman animals. Are we justified in treating animals as property under the law? Are we justified in using animals for food, clothing, entertainment, research, or companionship? Finally, what are the ethics of animal advocacy? Here we consider abolition vs. regulation, incrementalism vs. absolutism, and legal reform vs. direct action.
Considers how public policy is created, how social change occurs, and the influence of science, government, business, and non-governmental organizations on animal-related policies, legislation, litigation, and consumer campaigns, as well the meaning of “animal rights” and the impact of the modern animal protection movement.
In this course we will take a tour of the materials and techniques utilized by artists in the emerging field of biological art – that is art which uses life itself as a medium. This hybrid art and science class will introduce concepts in genetic engineering, personal genomics, the microbiome, epigenetics, microscopic imaging, tissue culture/bioprinting, biopolitics, and bioethics as sites for artistic exploration. Organized in thematic modules students will learn basic lab techniques while studying the work of artists in this interdisciplinary field. The three core areas are: Input/Output (imaging and printing with biology, tissue culture), identity after the genome (genetics, personal genomics, microbiome, epigenetics, portraiture), and final projects. Weekly readings and written responses will supplement lab activities. The course will culminate in the creation of original biological artworks by each student, which will be exhibited in the Interactive Media Showcase at the end of the semester.
Live coding is a performing arts form and creativity technique where music and visuals are improvised through live edits of source code. Live coding is most visible in performance, however the ’live’ in live coding refers not to a live audience but to live updates of running code. Working across genres, live coding has been seen in algoraves (events where people dance to music generated from algorithms), jazz clubs, and concert halls. Code is projected during performances, exposing the underlying algorithms at work, and thus the patterns of creative thought the performer is developing in real time. Programs are instruments that can change and algorithms are thoughts that can be seen as well as heard. This course explores this new art form and the related themes of algorithmic thought, pattern transformation, artificial language, information theory, improvisation, listening, perception, and structural composition. Students will learn how to create music with code, as well as how to create advanced computer graphics. Students will develop algorithmic audio/visual pieces individually as well as in groups. The course culminates in an algorave.
Artificial intelligence and machine learning algorithms affect many aspects of our lives whether we realize it or not: banking transactions, healthcare treatments and diagnoses, entertainment recommendations, smart car functionality, customer service agents, financial trading… the list goes on and on. The power of these algorithms lies in their ability to leverage computers to “study” and “learn”. Instead of programming a computer to do a specific task, we program the computer to train and teach itself how to do any number of tasks. As artists, how can we harness the power of these algorithms and apply them towards creative endeavors? This class will explore that basic question. Through a combination of high level applied machine learning techniques, speculative design of artificial intelligence, and some basic understanding of how these algorithms work at a low level, students will explore this rich new field. With their machine counterparts, they will create images, sounds, text, intuitive interactions, chatbots, and more.
Sleep is something akin to the ocean-it surrounds us, and we could not live without it, yet it remains a mystery, whose secrets we are only now beginning to unfold. Scientific research into sleep and dreams began in earnest about fifty years ago. Since that time, the small and burgeoning field of sleep medicine has taught us a great deal about how and why we sleep. This course will provide students with a comprehensive introduction to sleep and physiology, the evolution of sleep, circadian and biological rhythms, dreams, and the diagnosis and treatment of sleep disorders. Through exercises and assignments, students will learn the importance of sleep for mental and physical well-being and how to best establish a healthy sleep routine.
Taking off from the practices of medium-based art categories, this course is structured across key topics in contemporary art – “art of today, produced by artists who are living in the twenty-first century”. During the semester, via the framework of readings, projects and assignments, we will consider the importance of the visual arts in the larger context of society. Each week we will look at a different topic, which will be organized around key concepts, artists and artwork examples. The main goal is to allow us to contemplate the process of interaction between visual art, history, cultural, socio-economical, and technological forces. The stress of our gatherings will be on the artist as a thinker and a maker.
Examines the state of college-student mental health and wellness on a personal and systems level. As undergraduate university students approach the end of adolescence, they often reevaluate the beliefs, values, and assumptions with which they left home. Young adulthood is a time of great promise, but the transition from child to adult is never easy. We look at how individuals can create positive change by reinterpreting their goals and identifying steps toward a successful college experience. Key findings from the fields of neuroscience and positive psychology are referenced to inform our study of the biopsychosocial underpinnings of success and happiness. Through lectures and discussions, students learn about a variety of wellness topics that include mindfulness, relationships, and self-esteem. The final project requires students to promote an area of mental wellness on campus.
In this course, the theoretical bases and applications, of haptics technologies with a particular focus on medical applications (specifically surgical, and neurorehabilitative) are taught. Basic technological aspects, such as instrumentation, actuation, control and mechanisms, are introduced. Also, some theoretical aspects related to telerobotic systems are discussed. Students are expected to have basic knowledge of programming. As part of this course, students will participate in experimental and simulation labs to acquire hands-on expertise in haptics implementation and programming. | Prerequisite: CS-UY 1114 and MA-UY 2034 and PH-UY 1013 or equivalents (see Minor in Robotics)
Students that successfully complete CSCI-UA 467 Applied Internet Technology are not eligible to take CSCI-UA 61 Web Development and Programming. Applied Internet Technology is a practical introduction to creating modern web applications. It covers full-stack (that is, every aspect of building a database driven web application: server programming, database implementation, frontend markup, styling and interactivity) web development. It includes topics such as database and data model design, web application architecture, separation of logic and presentation, handling user input and processing form data, managing asynchronous processes, strategies for creating real-time web applications, and handling client-side interactivity. Students will use current server and client-side web frameworks and libraries to build dynamic, data-driven sites. Various applications to support development will also be introduced, such as version control, static analysis tools, and build systems.
Extracting, transforming and analyzing data in myriad formats. Using traditional relational databases as well as non-relational databases to store, manipulate, and query data. Students will learn how to work with data by writing custom programs, creating queries, and using current data analysis tools and libraries… all on a wide array of data sets. Additional related topics will be covered, such as data modeling, cloud databases, and API programming.
Data is often considered the domain of scientists and statisticians, but its increasing dominance across nearly all aspects of life – from political and advertising campaigns to social media, dating, education, and public health — has social, political, and ethical consequences, presenting both new possibilities and new hazards. In this course we think critically about how collecting, aggregating, and analyzing data affects individual and social life, with a focus on the ways in which it reproduces and creates new structural inequalities and power asymmetries.
A continuing exploration of graphic design to help students refine their skills & develop more personally expressive ways to solving problems through visual communication. Assignments, readings, & research projects will allow students to consider the complex nature of graphic design. Both traditional & digital approaches to typography & layout will be incorporated with a wide range of assignment. A priority is placed on the use of concepts to dictate design techniques & on the pursuit of a genuinely creative vision.
An introduction to the peoples, cultures, and histories of the Middle East from the rise of Islam to the 20th century, surveying the development of political and social institutions and exploring the emergence of key intellectual currents, political and religious varieties, and cultural trends within what is often wrongly construed as a monolithic regional culture. We explore a range of literary, architectural, artistic, and scientific sources from pre-modern and modern Islamicate societies and study of the daily lives and contributions of Muslims and non-Muslims alike, highlighting a multi-layered representation of complex and vibrant Middle Eastern societies.
Majors Only:This course will introduce incoming Master’s students to some of the concepts, terms, and theoretical genealogies that they can expect to encounter in Performance Studies. What makes performance studies performance studies, and why do it? In considering this question we will consider the specificity of performance as an object of study, a mode of inquiry, a practice of self-hood and sociality, and as an aesthetic practice; we will also focus on the specific challenges and potentialities in writing about/as performance.
Hollywood in your palm. That is what this combination of lectures, screenings, demonstrations and practical production workshop will offer to the students in this course. There will be several professional guests making presentations and Q&A sessions from the mobile phone filmmaking industry. In addition to the historical and critical overview of the emergence and exponential growth of global cell phone cinema, students will shoot all footage on cell phones and download them for computerized editing. The final project will be under three minute shorts. Projects will include all genres of film and television: news, mini-documentaries, animation, music videos and narrative shorts. Completed student projects will be suitable to be posted on the Internet and entered into domestic and international mobile phone film festivals. For example, two minute long improvisations of Bollywood Style Music Videos shot on Cell Phones by the students have been projected at the Tribeca Cinemas as part of the New York Indian Film Festival. It is suggested but not compulsory that students bring to the class a cell phone capable of recording video.
2D Art and Animation for Games is a 1-semester, 4-credit class that builds fundamental skills around the design and production of art assets for games. Through a series of individual design assignments, critiques, and exercises, students will explore concepts like art direction, color theory, animation principles, and UI design while building a working knowledge of prominent industry tools.
Throughout history, musicians have channeled their creativity into outrageous fashion statements and invented personas: think MF DOOM, Sun Ra, Ghostface Killah, Daft Punk, Leikeli47 and Rammellzee. By embracing their alter egos in extreme and outlandish ways, artists have found their authentic creative voices. This course will introduce participants to the art of masquerade using their resourcefulness to create costumes from found materials, and performance as an exploration in creative expression using new media and technology. Students will be introduced to ideas surrounding abstract storytelling, experimental audio video production, and A/V performance using a combination of technical and hands-on approaches.
Artists and creative practitioners are widely seen as responsible for destabilizing or critiquing dominant cultural norms and social systems; for example, in her book “Race After Technology”, Ruha Benjamin argues that artists “…can better understand and expose the many forms of discrimination embedded in and enabled by technology”. But when we talk about resistance or refusal enacted through creative means, what exactly do we mean? How does artistic work serve to resist, protest and subvert—and where does it sit in relation to the ideas it aims to critique? This class engages with the notion of “creative resistance”, unpacks the meanings and ethical stances associated with the term, and evaluates how it has been applied in both artistic and academic contexts. Students will explore theories of resistance, refusal and solidarity, and experiment with applying them to (or discussing them through) creative work. In the first half of the class, through reading, class discussion and student presentations, we will engage with scholarly and activist literature on resistance, protest and subversion, and look at examples of creative technological works that purport to achieve these goals. We will discuss commonly used strategies such as dark sousveillance (or “looking back” at the machine), speculative design, and distributed or guerrilla artmaking; examine their mechanisms of action; and debate their effectiveness in achieving their professed goals. In the second half, students will apply this thinking to their own project ideas. Students can choose to produce either a final project responding to the themes of the course, accompanied by a short written artist statement, or a more academic written piece that engages relevant literature from the class readings and beyond in service of an argument about the role of resistance in creative practice.
Project-based development studio incorporating dramaturgy techniques, user/audience planning, and social/contextual awareness. You bring in a project. We explore how to make it more engaging through paying close attention to medium, context, and details. Students bring existing project ideas and we investigate various methods and ways to make and direct experience within the infinite combinations of contexts of the present moment together. This particular studio is just as appropriate for projects in the areas of interactive art, programming, physical computing, XR as it is in the areas of performance, sculpture, and sound walks (everything). Everything you make is time-based the moment a user interacts with it (even a painting). All time-based work can be thought of in terms of how a user is led (or not led) through it. I call this directing. We will apply various techniques of story-telling and world-building equally to seemingly “non-narrative” projects as we do to traditional-narratively structured projects. No matter what you are working on, I believe that you are a maker / director of experience. You are making / directing with intent (whether you know it or not). Your user (audience, tester, public, patron) brings with them the entirety of their life’s experience. Your intent cannot possibly meet every user’s lived experience. It is your job as the maker / director to draw a circle that encompasses both. This is the studio’s lens. Students will be directed to make using placeholders instead of waiting for perfection to manifest. Step one will tell you what step two is. We will pay rigorous attention to detail, while holding close to the notion that art-making thrives in adaptability. We will critique using various, structured, co-facilitated methods. Let’s pay close attention. Let’s learn through failure. Let’s listen to what we are making. And let’s listen to each other. Here we go.
For most of its brief history, the domain of “smart cities” has belonged to large corporate vendors who promise and offer ubiquitous, citywide intelligence that utilizes their proprietary systems. More recently, an increasing number of startups have developed solutions which can make the technology somewhat more accessible. Unfortunately for municipalities, working with product vendors can be a heavy lift and the commitments involve lengthy procurement and contracting processes. In the past five years or so, the access to connected technology has increased and the hobbyist or “maker” movement has seen an uptick in offerings related to IoT. From the Arduino IoT Cloud and Adafruit.io software, to the Raspberry Pi and Particle hardware, building connected IoT devices has become easier than ever before. Through platforms like Google Coral and Nvidia Jetson, even edge computing and AI has become available to those with coding skills and a modest budget. What this course aims to explore is what happens when low-cost, readily available electronics platforms address the data needs of municipal governments. Rather than thinking of smart cities as large scale, big data projects that provide intelligence across a city, we will look at targeted applications that would be too small or costly to pursue as a conventional IoT procurement. What intelligence can be gathered in a short period of time with a small budget? During this course, we will examine successful and troubled smart cities projects, discuss the ethics of public technology projects, and review the prevailing best practices and guidelines relating to the Internet of Things in government use. Thinking in terms of “rapid IoT” and “little big data,” students will partner with NYC agency representatives* to uncover insights about a particular issue related to their work. Students will undertake a semester-long project, working to understand the agency’s data needs and develop an IoT solution to gather data for analysis that could inform the agency on planning, policy, or operational issues. The course will cover current connected microcontroller platforms and connectivity options like WiFi, Cellular, and LoRaWAN as well as the software tools needed to store and present data in user-friendly dashboards.
A new world is emerging at the intersections of machine learning and physical computation that will offer wide-scale access to bringing intelligence to everyday devices and spaces at extremely low costs. In this course, students are offered the opportunity to become pioneers in a new field of hardware machine learning as they are introduced to the most used machine learning platform in the world (TensorFlow) that has been embedded into an incredibly small microcontroller, called TinyML. Students will learn about building with machine learning, the ethics and societal impacts of ML, and how to start realizing creative computation through ML-based physical computing.
Narrative holds a place in discourses of health, illness, caregiving, and disability, carrying and conveying the densely detailed, nuanced, and complex threads of personal emotion, social experience, and cultural meaning that accompany all instances of these subjects. Narrative also plays a growing role in clinical practice, research, and health education, as increasingly registered in the burgeoning field of Medical Humanities. This course introduces students to texts, practices and major works in the emergent fields of Graphic Medicine and Narrative Medicine, using traditional humanities methods of critical reading and analysis as well as experimental and creative methods including field observation and art-making in a variety of media. Building upon a series of practice-based assignments throughout the semester, students will complete a final project that exemplifies some of the ways narrative and graphic design foster understanding and knowledge in contexts of illness.
So much of life is circumstance, being in the right place at the right moment in time. Can we shape a life or at least a few brief moments of one by designing a space for it to inhabit? In this course, we will treat space as a time-based medium and ask how experiential spaces can generate narratives that are lived rather than told. We will look to a broad range of storytelling traditions to interrogate four so-called “space-narrative” forms: Wandering The Desert, Processions, Circles and Territories. Through play, discussion and technical and conceptual workshops, we will ask and attempt to answer some of the following questions: What constitutes a space? How do we experience a space over time? How does space shape our experience of time? How can space shape both a personal and collective narrative? We will build spaces with lighting, projection, sound and physical objects. Class time will be split between group improvisation exercises, playing-testing and critiquing projects. The class will culminate in a showing of work at the end of the semester.
The course focus is on the design and creation of digital musical instruments. Music in performance is the primary subject of this class. We approach questions such as “What is performance?” “What makes a musical interface intuitive and emotionally immediate?” and “How do we create meaningful correlations between performance gestures and their musical consequences?” Over the semester, we look at many examples of current work by creators of musical interfaces, and discuss a wide range of issues facing technology-enabled performance – such as novice versus virtuoso performers, discrete versus continuous data control, the importance of haptic responsiveness as well as the relationship between musical performance and visual display. Extensive readings and case studies provide background for class discussions on the theory and practice of designing gestural controllers for musical performance. Students design and prototype a musical instrument – a complete system encompassing musical controller, algorithm for mapping input to sound, and the sound output itself. A technical framework for prototyping performance controllers is made available. Students focus on musical composition and improvisation techniques as they prepare their prototypes for live performance. The class culminates in a musical performance where students (or invited musicians) will demonstrate their instruments. Prerequisites: H79.2233 (Introduction to Computational Media) and H79.2301 (Physical Computing). Prerequisite: ICM / ICM: Media (ITPG-GT 2233 / ITPG-GT 2048) & Intro to Phys. Comp. (ITPG-GT 2301)
In 1903, at the dawn of the commercial music industry, sociologist W. E. B. DuBois famously proclaimed that the foremost problem in twentieth century American society is “the problem of the color line.” Du Bois’s prescience sets the stage for this course’s exploration of racial identity in recorded, commercially available music. We will examine how racial performance has intermingled with music consumption in the United States since blackface minstrelsy in the 1830s. Our goal is to understand how deeply embedded race—both ascribed and claimed—is in American music culture, reverberating throughout the last century in debates on artists’ authenticity, propriety, and popularity. This course is organized chronologically; each week is devoted to a particular era and its corresponding musical genres leading up to the present. With the rising importance of visual media since the mid-20th century, a historically informed understanding of the confluences of race and ethnicity in American music culture through music media and technologies will offer an enhanced understanding of the past and our contemporary, internet-driven musical landscape.
This practical, hands-on course will explore questions such as: How can we design engaging, creative learning experiences that are relevant to the cultural goals and needs of today’s youth in China, while laying the foundation for creative learning for the workforce of tomorrow? What are engaging, effective creative learning resources, and how are they best implemented in Chinese learning settings? How can we take advantage of young people’s near ubiquitous love of the arts to facilitate creative learning?’ In this course, students will work in teams to design digital learning resources and experience designs at the intersection of music, coding, arts, and technology. The course will begin with an introduction to emerging trends in learner engagement and design-based research, especially related to web- and mobile-based musical experiences and principles of making music with new media. Innovations in and applications of musical interaction, interactive technologies, user-centered design & engagement, scaffolded learning, creative learning, pedagogies of play and making, and educational entrepreneurship will also be explored. Students will work together in teams and paired with a partner audience of learners and teachers in Shanghai drawn from local and regional international schools, ed-tech startups, and cultural partners. Together they will assess the needs and opportunities of partner students and teachers, and engage in a two-stage iterative, reflective co-design process prototyping custom learning resources and experience designs with their partner end users. At the end of the course, students will present and demo their learning resources as part of a public showcase to an external audience of partners, educators, technologists, musicians, entrepreneurs, and experience designers in Shanghai. Prerequisites: None. Fulfillment: IMA Major Electives; IMB Major Business Elective/Interactive Media Elective; Business and Finance Major Non-Finance Electives; Business and Marketing Major Non-Marketing Electives.
This course will provide a foundation for understanding modern web development with a focus on front end technologies and accessing public data. The forms and uses of these technologies are explored in a laboratory context of experimentation and discussion. This studio stresses interactivity, usability, and the quality and appropriateness of look and feel. Students will create two web applications, including one that leverages public APIs and Javascript libraries. The goal of the course is for students to learn how to think holistically about an application, both by designing a clear user experience and understanding the algorithmic steps required to build it. Assignments are arranged in sequence to enable the production of a website of high quality in design and engineering.
Real-Time Media is a 4-credit class using MaxMSPJitter to survey how real-time and reactive media can be used for art installation and performance. Classes will be a mix of coding labs, surveys and lectures on historical examples of the medium, guest artists talking about their practice, class field trips, and in-class performances and critique. While the primary focus will be on video and sound there will also be attention given to sensors, electronics, web APIs, and more. The class has coding assignments building to solo video and audio performances and final group installation project.
This course explores the multi-faceted nature of New York City as a cultural & economic hub for food & media. Food is never just something we eat, but in New York City food has taken on an increasing prominence in public life. Food shapes communities & is an increasingly important marker of social & cultural identities. Media of all types fuel & shape our connections to food. Tastes are defined; diets & food habits are promoted & demoted; food fortunes & food celebrities are made. How has New York City become so important to the business of taste? What goes on behind-the-scenes? Topics include: Food-related publishing & broadcasting; green markets, food trucks, & systems of supply & distribution; marketing; Chinatowns, diversity, fusion, & identity. Open to majors & non-majors including special students. Classroom instruction is supplemented by site visits, guest lectures, & field research.
This course explores New York City as a cultural and economic hub for media and the arts, arguably the cultural capital of the world. Classroom work is supplemented by site visits, guest lectures, and field research to explore the ways that media and the arts have shaped work and leisure in NYC life in the past century. Topics include: Time Square and live spectacle, the Broadway theatre, Madison Ave and modern advertising, the museum of New York, galleries, artists, and the art market, the Harlem Renaissance, alternative media and Bohemian arts.
Prerequisite: Photography II or permission from the department. This course combines theory and practice as it pertains to making art projects for the World Wide Web. The course will investigate what it means to work in this new environment and how the medium might influence the work made. The course will investigate a variety of approaches such as conceptual, experimental, documentary and diaristic. Special consideration will be given to the ways in which structure (nonlinear vs. linear), interactivity and metaphor influence meaning. Formal design elements such as color, typography, scale and sequencing will also be examined. In addition, the nuance of html tags, hexadecimal colors and image compression will be explored. There will be several short projects as we get up-to-speed on the technical side. Two larger projects will comprise the remainder of the semester: a portfolio project that focuses on graphic and interface design; and a web project that uses “web space” as a medium for its own sake. Students should be prepared to exercise both sides of their brain. This course requires a nonrefundable lab fee.
This course expands the students’ palette for physical interaction design with computational media. We look away from the limitations of the mouse, keyboard and monitor interface of today’s computers, and start instead with the expressive capabilities of the human body. We consider uses of the computer for more than just information retrieval and processing, and at locations other than the home or the office. The platform for the class is a microcontroller, a single-chip computer that can fit in your hand. The core technical concepts include digital, analog and serial input and output. Core interaction design concepts include user observation, affordances, and converting physical action into digital information. Students have weekly lab exercises to build skills with the microcontroller and related tools, and longer assignments in which they apply the principles from weekly labs in creative applications. Both individual work and group work is required.
Examines visual culture of the city, from the dynamics of visuality in the 19th-century modern cityscape to the mega cities of globalization. It addresses the visual dynamics, infrastructure, architecture, public art and design imaginaries of urban spaces, taking New York City and Paris as primary case studies and including other cities from the 19th century to the present. The course will examine the politics of urban design, the city as a site of division, disaster, memory, and political activism. Meets Liberal Arts Core requirement for Societies and Soc Sciences.
Considers the trajectory of changes in the production, circulation, and reception of Korean popular music from the turn of the twentieth century to the latest K-pop hits across successive political, social, and economic junctures, with regard for major themes such as nationalism, race, gender, technology, and globalization; and investigates music culture in relation to hybridity, authenticity, transculturation, cyber-culture, and fandom, among other subjects Prereq: None Fulfillment: Humanities Introductory Course (18-19 Topic Courses).
What exactly is this thing we call mysticism? As the general, secular public treats religion, so does the mainstream religious public treat mysticism, a special case, replete with mystery and the repository of great potential. Mysticism has served as the space for the bleeding edge of religion, where destabilizing forces have emerged but reactionary, regressive forces as well. Mystical religious communities have been both the most tolerant and the most exclusive, the most libertine and the most abnegating. Is there such a thing as mysticism? Can it be elicited from the religious frameworks in which it resides, or is it merely a modern, academic convention? In this course, we aim to work out some answers to those questions.
This course investigates digital art and new media from creative, theoretical, and historical perspectives. We will examine the paradigm shift resulting from the rise of digital art and its expansion as well as explore current ideas, creative strategies, and issues surrounding digital media. The topics of study will include digital image, digital sound, net art, systems, robotics, telematics, data art, and virtual/augmented reality. The course aims to provide students with the means to understand what digital media is, and establish their own vision of what it can become, from both a practical and a theoretical perspective. The course will consist of lectures, field trips, and small studio-based practices. Prereq: None Fulfillment: IMA/IMB elective.
La Belle Époque, that period in the life of France’s pre-World War I Third Republic (1871-1914) associated with extraordinary artistic achievement, saw Paris emerge as the undisputed Western capital of painting and sculpture; it also was the most important production site for new works of musical theatre and, arguably, literature. It was during these decades that Impressionism launched its assault on the academic establishment, only itself to be superseded by an ever-changing avant-garde associated first with the nabis, then with fauvism and cubism; that the operas of Bizet, Saint-Saëns, and Massenet and the plays of Sardou and Rostand filled the world’s theatres; and that the novels of Zola and stories of Maupassant were translated into dozens of languages. Finally, this was the society that gave birth to one of the greatest literary works of all time, Marcel Proust’s Remembrances of Things Past, the first volume of which appeared just as the First World War was about to bring the Belle Époque to a violent end. Sources include reproductions of paintings, recordings of chamber music, opera and mélodies, and several of the most significant novels of the period.
What can machines tell us about the human condition? Is something that appears to be intelligent, really intelligent? Is a device that appears to have likes and dislikes “alive”? As robots and Artificial Intelligence become more powerful and prolific, what makes us unique? This course will address these questions by exploring a series of increasingly complex software “creatures” which seem to have qualities usually associated with living beings. This course will primarily follow a classic text that proposes “experiments in synthetic psychology”, with excursions into cybernetics and how it relates to art. Course material will incorporate both theoretical and practical components. Readings include critical analysis regarding the historical and contemporary theories and practices in these fields. Students will develop software “vehicles” which will embody the ideas being explored. By creating and simulating multiple and increasingly complex vehicles, interactions and behaviors will be explored.
This course examines both the practices and the products of adapting narratives from one medium to another. Through case studies of specific adaptations, we will address some of the major formal, industrial, and interpretative questions that transmedia adaptation raises, as creators change characters, stories, settings, and narrative tropes to fit into new stories various, often multiple media: comics, radio, novels, movies, television, games (tabletop and electronic), and more. Theoretical readings will give students concepts and a vocabulary to discuss ways that narrative adaptations use and re-purpose their “source” texts. Students will write prompted response papers, an analytical essay, and an annotated bibliography; in collaboration with classmates, student teams will first propose and then develop transmedia narratives of their own. Prerequisite: Writing as Inquiry Fulfillment: IMA/IMB elective.
“In this course, students focus on the study and development of responsive environments, framed within a contextual and critical exploration of the architectural space as a cultural, social and technological phenomenon, and also on the application of practical scenarios for interaction, sentience, and intelligence. Through the making of creative media designs and physical prototypes, students aim to demonstrate how our habitats/spaces/architectures can facilitate novel frameworks for experiencing and living. The course aims to introduce students to a range of contemporary techniques on interactive and computational system development with a creative and speculative approach, using state-of-the-art development tools, such as Internet of Things, cognitive computing, as well as physical computing and real-time media design. The course consists of lectures (⅓), workshops (⅓), and practical sessions (⅓), and intends to provide a comprehensive and critical understanding both on the theory and practice of designing and implementing technologies for responsive spaces.” Prereq for INTM-SHU 138T is Interaction Lab, Communications Lab, Creative Coding Lab, Application Lab, Media Architecture
Science fiction, in literature, graphic novels, motion pictures, video games, and other mass media, has been a valuable form of sociocultural expression for generations. We use it to express our concerns for humanity, as well as our relationship to technology, one another, and our forms of governance. In the first half of this course we will learn about the field of future studies as we examine a body of works across various media which explore a popular theme in science fiction, such as time travel, space exploration, robots, dystopia and utopia, or pandemic. In the second half of this course we will produce a collective work of transmedia science fiction that reflects on the past, address concerns about the present day, and forecasts possible future scenarios. The theme of this semester will be pandemic. Prereq: None. Fulfillment: IMA/IMB elective.
Learn woodworking as a form of expression. Wood can be used to create both practical and artistic projects, from sculpture to furniture to musical instruments. Students will use the IMA woodshop to learn hand tools and machine tools and woodworking techniques. They will learn to safely operate woodshop tools. They will learn about wood: its structure, its properties, its use as a material and as a medium. We will learn about tone woods, sound, and music. Projects will include the design and fabrication of practical and artistic woodworking artifacts, and will include a major project in an area that is selected by the student. Woodworking sits at the intersection of design, engineering, and performance of a specific set of motion practices. During the course, we will reflect on the woodworking process, and relate it to other practices such as software design and construction. Prereq: None Fulfillment: IMA/IMB elective.
The Internet and computer devices have evolved rapidly. New technology may soon allow us to communicate virtually through Web VR/AR platforms. 3D contents may eventually overpower 2D images and textual content on the platforms. Web pages will become Web Spaces. This class allows students to explore new possible ways of using the Web by utilizing basic web development knowledge and advanced 3D visualization to create new immersive environments in the web platform. This is an advanced course with technically challenging concepts. Prereq: Creative Coding Lab, or similar programming background Fulfillment: IMA/IMB elective.
This course offers students the opportunity to develop a self-initiated project with close mentorship from a faculty member. Projects undertaken can span the areas of conceptual research, business development, creative practice, and media production. The course includes structured weekly workshop and critique times with peers and special guests. It is expected that students will embrace open-source and open-content ideals in their work, be invested in the work of their peers by providing feedback, and consider the feedback they receive during critique. In addition to weekly meeting times, students are expected to also participate in regular one-on-one meetings with faculty, peers, and guests. A formal project proposal, weekly assessments and documentation, a final project presentation, and participation in the IMA End of Semester show are all required. Although students are encouraged to continue work they may have initiated in a prior class, they may not combine or in any way double count work from this class in another class taken in the same semester. Group work is allowed assuming all group members are enrolled in this class. Students may take this course in either the first or second 7 weeks for 2 credits or repeated across 14 weeks for 4 credits. It is open to anyone in any major assuming they have satisfied the prerequisites. Prerequisites: None
This course will focus on designing, creating, and performing with self-built electro-acoustic music systems to explore the limits of human musical expression. Over the semester, students are asked to research examples of contemporary work by creators of musical interfaces and discuss a wide range of issues facing technology in the performing arts. Readings and case studies will provide background for class discussions on the theory and practice of designing gestural controllers for musical performance. Students will invent and prototype a complete system encompassing musical control, mapping input to sound, and the creation of sound itself. Interaction Lab is a prerequisite, however, prior performing experience is not required. The performance discipline is inherently interdisciplinary and collaborative, so an open mind to working with others is imperative. The class will culminate in a performance where students will play their instruments live as well as a formal presentation of the students’ works at the NIME2021 conference hosted by NYU Shanghai. Prerequisite: Interaction Lab Fulfillment: IMA/IMB elective.
A deep sense of a descending dystopian future has become more pronounced with the global pandemic, economic shutdowns, and the rise of extremism and authoritarianism. Scholars, novelists, journalists, filmmakers, and activists around the world have been writing and speaking about political systems and leadership classes incapable of addressing such issues for decades. Students explore dystopia through literature, film, and scholarly works, and examine strategies for resisting dystopia. Students participate in a social action project and create video projects.
This course focuses on technological developments and cultural contexts relevant to understanding the development of digital computing technology. The course familiarizes students with the social forces and technocultural innovations that shaped the personal computing industry, and uses primary documents, academic history and critical theory to contextualize and problematize popular frameworks of technological progress and challenge narratives of computing’s inevitability.
Fame, notoriety, renown – the desire to be recognized and immortalized — is the most enduring and perhaps most desirable form of power. Culture, commerce, politics, and religion all proffer promises of fame – whether for fifteen minutes or fifteen centuries. What is fame? Why do people want it? How do they get it? What can they do with it? Drawing on texts from history, ethnography, theory, literature, philosophy, and contemporary media, this course reflects on the ethics, erotics, pragmatics and pathologies of fame.
The first wave of data science focused on accuracy and efficiency: on what we can do with data. The second wave is about responsibility: what we should and should not do. Accordingly, this technical course tackles the issues of ethics and responsibility in data science, including legal compliance, data quality, algorithmic fairness and diversity, transparency of data and algorithms, privacy, and data protection. An important feature of this course is its holistic treatment of the data science lifecycle, beginning with data discovery and acquisition, through data cleaning, integration, querying, analysis, and result interpretation.
Identity and representation are two of the most pressing and complex issues for contemporary video games, that without recognizing them an artist or critic would be missing a large part of how games are important in culture. With growing art and activist communities, video games are diversifying and grappling with a wide range of topics rarely seen before in the genre, and with it a greater need for informed perspectives on the topic of how marginalized people are depicted in media. This course discusses foundational theories of identity and encourages students to contribute their own ideas towards the design and interpretation of representation in games.
Technology is a weasel. Squeezing its way into art, culture and the everyday. It infiltrates our psyche, inspiring playful interactions, fantastical ideas, vengeance and drama. It brings us together while tearing us apart. In this project-based studio, we will focus on a collective approach to creating art, tools, performances, and experiences. Outer Space in the context of this course will be used as a metaphor for the future, the unknown, and the seemingly impossible. We will investigate disparate cultural moments and unravel narratives that are both historical and technological. Technology will serve as a structure with open-ended assignments in music, video, sculpture, electronics, kineticism, surveillance, interactive graphics, and performance. Combined collaborative exercises and individual projects will augment classroom discussions and inform the art that we make. A willingness to use your imagination and personal experience to derail preconceived notions of linear timelines will serve you well in this hands-on multidisciplinary course.
This is a standard digital photography course designed for those with little or no experience in photography. This course will emphasize personal expression through the application of technique to the presentation of subject matter. Open Arts will have enough Sony A7r cameras for students to share. If students plan to borrow the DSLR cameras, they are first required to purchase College Student Insurance, (CSI). While it is not required that you own your own digital camera to enroll in this course, it is recommended that you borrow or acquire your own camera for the duration of this course, or if you would like to avoid having to share one of the department’s cameras with another student. If you would like to purchase your own camera, a digital single lens reflex (SLR) or mirrorless digital camera is highly recommended for this course. The camera needs to have manual aperture and shutter speed controls. The purpose of this course is to develop an understanding of the technical and aesthetic aspects of making photographic images. We will apply fundamental photographic techniques such as composition, framing, lighting and manual camera controls to the images we create. We will discuss the way we see, compared to how cameras and lenses see, evaluate the similarities and differences and how that impacts the creation of images and how we analyze them. Students will make photographs that are effective as individual images and photographs that work together in a series. Students will learn how to create a narrative with a series of photographs and express a feeling or mood with a series of photographs. Class discussions will introduce students to a variety of concepts related to visual literacy. Students will also be introduced to the work of historically significant photographers from a broad range of backgrounds. Students will learn how to use Adobe Creative Cloud software to adjust images for print and digital publishing. By the end of the course, students will understand how to use a digital SLR or mirrorless camera to create compelling photographs using manual controls, process their images using Adobe Creative Cloud software and best practices for publishing their images digitally as well as best practices for printing their images. Finally, students will enhance their critical thinking skills while developing a deeper understanding of visual/photographic language. Students are expected to shoot a minimum of 108 exposures (photographs) each week.
This is a standard digital photography course designed for those with little or no experience in photography. This course will emphasize personal expression through the application of technique to the presentation of subject matter. Open Arts will have enough Sony A7r cameras for students to share. If students plan to borrow the DSLR cameras, they are first required to purchase College Student Insurance, (CSI). While it is not required that you own your own digital camera to enroll in this course, it is recommended that you borrow or acquire your own camera for the duration of this course, or if you would like to avoid having to share one of the department’s cameras with another student. If you would like to purchase your own camera, a digital single lens reflex (SLR) or mirrorless digital camera is highly recommended for this course. The camera needs to have manual aperture and shutter speed controls. The purpose of this course is to develop an understanding of the technical and aesthetic aspects of making photographic images. We will apply fundamental photographic techniques such as composition, framing, lighting and manual camera controls to the images we create. We will discuss the way we see, compared to how cameras and lenses see, evaluate the similarities and differences and how that impacts the creation of images and how we analyze them. Students will make photographs that are effective as individual images and photographs that work together in a series. Students will learn how to create a narrative with a series of photographs and express a feeling or mood with a series of photographs. Class discussions will introduce students to a variety of concepts related to visual literacy. Students will also be introduced to the work of historically significant photographers from a broad range of backgrounds. Students will learn how to use Adobe Creative Cloud software to adjust images for print and digital publishing. By the end of the course, students will understand how to use a digital SLR or mirrorless camera to create compelling photographs using manual controls, process their images using Adobe Creative Cloud software and best practices for publishing their images digitally as well as best practices for printing their images. Finally, students will enhance their critical thinking skills while developing a deeper understanding of visual/photographic language. Students are expected to shoot a minimum of 108 exposures (photographs) each week.
This course will combine a history of video art and experimental film with practical training in the use of live video performance art technology. Students will explore new ways to create and edit films and videos using VJ software, projections, and multi-channel video surfaces. Workshops will demonstrate concepts and software that can be integrated into the creative process of video performance art and video art installations. COURSE OBJECTIVES At the completion of this course, the student will be able to: Draw inspiration from the recent history of incredible video and multi-media artists. Develop an understanding of audio and visual hardware used by VJ’s. Use live VJ software to manipulate digital media in real time to create Video Performance Art. Use Projection Mapping techniques to project video art onto 3D surfaces. Create original video performance art, video installations, and other performance pieces. Utilize skills to make video art in the professional market.
This course will explore the basic tools of digital imaging. We will cover the three main Adobe products for creative imaging – Illustrator, Photoshop, and InDesign. Through a series of short assignments we will look at various graphic design and layout ideas using Illustrator and InDesign and will touch on the wealth of image enhancement techniques afforded by Photoshop. The short assignments introduce the basics of design, typography and compositing images. Students have the opportunity to complete a small project of their own for the end of the term. Class time will be divided between lectures, critiques, and work in class sessions. This course is not intended to completely cover the software listed, but will give students a fundamental understanding of the possibilities of digital imaging. While the majority of the class focuses on print media (images, books and magazines), we discuss the growing importance of screen output. We do not have time to cover specific web or media projects, but will address transferable skills and understanding. We will incorporate some Adobe apps to augment the desktop applications. Additional reading materials will be distributed during the semester. Students should have access to the Adobe Creative Suite through the NYU license.
Introduction to Virtual Production is a class composed of lectures, discussions, screenings, exercises, group critiques and presentations. The course is designed to expose students to the fundamental principles of storytelling through Virtual Production including writing, directing, cinematography, performance, editing, art direction, and technical direction. The course will explore emerging techniques utilizing software and technology. How do you tell a story in this new form of collaboration? How can students apply what is learned to their own creative work? History and theory of Virtual Production will be studied and used to inspire personal and creative work in order to better understand how story through Virtual Production can successfully be expressed and most effectively reach its audience.
This course explores the scientific foundations of current environmental issues and the impact of this knowledge on public policy. One goal of the course is to examine several topics of pressing importance and lively debate in our society – e.g., global warming, the quest for clean air and water, atmospheric ozone depletion, and the continuing search for viable sources of energy. A parallel goal is to develop the chemical, physical, and quantitative principles that are necessary for a deeper understanding of these environmental issues. The relevant topics include the structure of atoms and molecules, the interaction of light with matter, energy relationships in chemical reactions, and the properties of acids and bases. Throughout the course we also examine how scientific studies of the environment are connected to political, economic and policy concerns. The laboratory experiments are closely integrated with the lecture topics and provide hands-on explorations of central course themes. Overall, this course will provide you with the foundation to carefully evaluate environmental issues and make informed decisions about them.
Students in this class will be asked to embrace Theodor Adorno’s notion that, “All art is an uncommitted crime.” First, we will explore the vibrant history of dissent in art, comics, design, film, literature, music, and emerging media through the consideration of work by artist dissidents such as Ai Weiwei, Cindy Sherman, Henry David Thoreau, Henry Rollins, Howard Cruse, Jenny Holtzer, Maya Angelou, Michael Moore, Václav Havel, and more. The work of these people is aimed at raising awareness, at disrupting the status quo, and at holding people, organizations, nations, and / or society itself accountable for wrongs committed. Next, students will individually create bold responses to something of concern for them by adopting the methods of a dissident from history or contemporary practice. Finally, we will form an artist collective and create a campaign of dissent aimed at creating positive change within the organization that we are all part of.
We have all played and enjoyed games, but how do people actually design and develop them? How to describe a game from a professional standpoint? What are the basic elements and structure in video game development? How do game designers create an interactive experience for the player? What about prototyping and iterating in development? This course explores these questions and others through playing, analyzing and making games over 14 weeks. Students will understand game not only as an entertaining production and business model but a form of interactive media impacting current life and future. Students will be introduced to game design concepts, emphasizing the development: paper and digital prototyping, develop iteration, interactive narratives design and embedment, object-oriented programming, 2D/3D game art design, sound effects composition and user testing. For the course project, students will work in teams and create games in multiple projects, from board game focusing on gameplay prototype to digital playable experience with creative game art designs. This course leverages Unity, a game engine that uses C# based programming language. Basic knowledge of any programming language will come in handy. Prerequisite: Creative Coding Lab, Interaction Lab or equivalent programming experience. Fulfillment: IMA Major Electives; IMB Major Interactive Media Elective.
From the history of visual music and abstract film to the contemporary notion of live cinema, this course will be an exploration of the synesthetic relationship between sound and visuals in a real-time performance setting. Dating back as far as the 18th century, systems have been invented to produce images alongside music linking the two through formalized arrangements. Current media technologies make developing such systems both more approachable and more expansive in their scope. Through readings, viewings, and case studies students will gain an understanding of the history and theory of live audiovisuals. During the course students will team up to develop and master a real-time audiovisual system of their own invention. The class will culminate in a show in which they will present their work through a live performance.
With the rise of mobile computing platforms such as smart phones and tablets, location has suddenly become a key element in the production and consumption of media. In this online course, designed for NYU Shanghai Interactive Media Arts majors studying abroad, students will be encouraged to simultaneously explore their unique study away site, as well as to consume, research, critique, and create location-based media for mobile devices. Students will be introduced to GPS (Global Positioning System) technologies through activities such as geocaching and GPS drawing. We will next investigate geocoding, geotagging, and geofencing through the application of JavaScript mapping platforms CartoDB and Google Maps. Students will then explore an emerging technology known as Bluetooth Beacons, which can be used to create custom positioning systems and to facilitate location awareness in mobile devices. Students will be asked to then produce, as a final project, a game that engages participants in a location or locations, as well as in locative media in any number of forms. Note: This is an online course featuring both synchronous and asynchronous learning opportunities. Registration is limited to IMA Majors studying at NYU’s global sites other than New York or Abu Dhabi.
“The smartphone is not only the primary site for digital communication and consumption, it also hosts emerging forms of media production. Let’s investigate the potential of the mobile touchscreen as a creative instrument! This is a project based course, and we will explore by creating and testing a series of functioning web-based toys – including drawing apps, character creators, and writing tools. You can expect to sharpen your skills in javascript and design. “
The class will teach how to architect and lead a virtual production by creating a dialogue between the Producer, Director, and Cinematographer in filmmaking with the Technical Producer and Director in creative technology. The class will cover an overview of all of the technical skills required to produce a remote virtual production through the lens of a project manager making administrative and creative decisions. This class will culminate in a real-time 3D project exploring motion capture and virtual production that will adapt a pre-existing cinematic work with the class themes in mind.
When technology advances, teaching styles regress. Every new wave of technology touted as a boon to education — radio, TV, DVDs, the internet — has tended to revive the idea that the ideal class structure is the lecture, where faculty broadcast information to disconnected student recipients. Yet we’ve known for decades that lectures are poor ways to create learning experiences, and that actively involving students–with the class, the teacher, each other–is far more effective. The thesis of Imagination and Distributed Learning is that the range of possible experiences available online is larger, more varied, and more interesting than most of what is on offer from colleges and universities’ online courses. Students will read teaching and learning research, and do field work where they set out to learn something online and reflect on the experience, and then set out to teach something online, and reflect on that experience. The goal of the course will be for students to build up alternatives to existing (and often quite dull) online educational practices today. The final project will be a proposal, plus designs or partial implementation, for online tools or experiences that will create experiences users can learn from. These proposals will be presented to a panel of people managing existing online programs at NYU and elsewhere.
This course is about how to tell stories with your projects. Like a classic linear story, we’ll start at the beginning with the question of how good stories are told. We’ll learn about classical storytelling techniques and conventions from a variety of cultures, genres, and media. Next, we’ll explore what various tech and media can and can’t do in the context of story. We’ll end the semester throwing linearity out the window to create narrative work that engages with the tropes and conventions of non-linear storytelling. Chaos may ensue, as the defining feature of non-linear storytelling is that the author cedes some control of the narrative to the audience. There is no creative writing involved. Students will not be asked to invent new stories for this course—non-writers are welcome! The work of the class will involve reading, reading responses, active class discussion, and group work/play with projects riffing on assigned existing stories and narratives. For example, we might ask students to use a specific canonical story, poem, myth, parable, or film plot as a narrative jumping off point for assignments. The course is co-taught by Kio Stark, a researcher/writer of both fiction and nonfiction and Mia Rovegno, a theater writer/director who focuses on site-specific and immersive work. The semester is divided into three units. Unit 1: Narrative structures. In this unit, we dig into what it means to tell a story. Some of our major themes include: • What are the most commonly used story structures in media such as the novel, graphic novel, film, TV, and theater—and what expectations do they set up for the audience? • What are the techniques, tropes, and conventions of both western and nonwestern storytelling traditions? • What are some approaches that are in dialogue with or rebel against these traditions? • How do we understand and manipulate the audience’s narrative expectations? • What makes a story ‘work’ / how do we define a good or successful story? Unit 2: Using tech to tell a story. In this unit, we will do something that in other contexts is a terrible idea—we will start with the technology. We’ll explore briefly what counts as technology in our conversation, and then play with what specific technologies make possible, complicate, and make impossible when it comes to exploring narrative work. • What can and can’t we do with sensors, motion, projection, AR/VR, paper, film, light, voice etc in the context of the storytelling knowledge we’ve gained in Unit 1? • What unique storytelling conventions might be available to us as makers? • What kinds of objects, interfaces, situations, and places can be experienced as narrative? Unit 3: Non-linear storytelling. In this unit, we will play with situations in which the creators do not have total control over how the narrative is experienced and in what order it unfolds. • How do we use the viewer’s relationship/familiarity with conventions of linear storytelling to engage them in a non-linear narrative? • What are the storytelling conventions we see used in media beyond the page, big screen, and stage, where non-linearity is a common feature? For example, AR/VR, video games, social media, site specific performance, and museum design. • How do we make a story that works in more than one direction? • How do we play with the audience’s expectations? • How can we experiment with the temporal to establish duration and clear beginnings and endings for audience entry and exit? • How can we creatively engage both facility and innovation in a user journey? • How can we explore engagement of the audience’s “role” when the work demands a virtual, immersive or interactive experience? • How can we prime audiences for fluency in our storytelling modalities, without depending on cumbersome directions, real time interceptions or demonstrations of technology? In other words: how do we hide the man behind the curtain?!
What can cybernetics, the study of how we shape and are shaped by systems, teach us about the sexual and social reproduction of gender and sexism? How does sex become gender and what are the politics surrounding who gets reproduced? We will explore how social regulatory systems are encoded into technological platforms and disentangle how they produce social pressure and govern behavior through somatic exercises, discussion, and project making. In this class, we will not shy away from difficult conversations and work closely together to cultivate a space of openness and mutual support. Discussion and project-making is core to this class. Together we will read the work of scholars such as Donna Haraway, Ruha Benjamin, Paul Preciado, Silvia Federici, & Audre Lorde. Along with lecture, discussion, and in class activities, students will be encouraged to explore their own research interests and personal histories. When projects are discussed, we will practice communicating ideas through presentation as a medium and will co-create a culture of constructive feedback.
This course is designed to provide an overview of visual storytelling in the newsroom. We will explore a variety of narrative formats and design principles, learn about reporting techniques for visual stories, touch on the best practices and ethics of journalism and work on collaborative exercises and assignments.
How can light, sound and design transform the human experience within a given space? How can psycho-geography be manipulated through audio-visual techniques? In what ways have and will technology allow spaces for sonic entertainment to be more immersive and experimental? Through an exploration of audio-visual techniques (i.e. VJing, MIDI-ing devices, sound synthesis, projection mapping, experiments with spatial sonic composition) along with discussions on how counterculture movements have used music and design as a vehicle for political dissent and community building, students will be invited to imagine new club spaces for social contexts beyond pure aesthetics. Assignments will include the development of different forms of interactive spaces for expression. Ableton (and free DAWs), MaxMSP, Isadora, and Unity will be used within this course.
A programming course where we’ll explore various techniques and solutions for tracking and sensing people or objects in space. Students will get familiar with the terminology and algorithms behind many sensing topics such as computer vision, depth cameras, positional tracking, coordinate mapping, machine learning, and pattern recognition. As these subjects are explored, we will also dig into communication, and how this information can be transmitted from one tool to another, for example using OSC, Spout/Syphon, MIDI, DMX/ArtNet. The goal being to use the right tool for the job and not limit ourselves to a particular piece of software. The first classes will consist of theory and in-class exercises covering these techniques, and remaining classes will be dedicated to a special project, which should use a combination of what we’ve learned to create a new work. Students will work in small groups to build this special project, but we’ll review proposals, milestones, and work in progress collectively on every class, encouraging discussion and collaboration.
Time is at once fundamental and mysterious. From the 2000-year-old Antikythera Mechanism to modern cesium-fountain clocks, humans have long sought to understand temporal patterns in nature, and build mechanisms to measure, reflect and predict those patterns. We’re at a unique moment, one in which we’ve developed the ability to perceive relativistic effects on time at the smallest scales, while struggling to think and plan across generations. In this course, we’ll reflect on the deep mysteries of time while also gaining hands-on skills applicable to temporal media and technologies. Topics will range from historical clock and orrery design through modern computer architecture (“A computer is a clock with benefits” writes Paul Ford in Bloomberg’s issue dedicated to code). Practically, we’ll build mechanical and software clocks; experiment with time-series data and time protocols; and survey techniques for digital signal processing and real-time operating systems. Students will execute several short assignments and a final project. Prerequisite: ICM / ICM: Media (ITPG-GT 2233 / ITPG-GT 2048) & Intro to Phys. Comp. (ITPG-GT 2301)
Today we no longer solely connect to the digital world through computers. The result of this push to connect the digital and the analog world is the increase necessity for low cost, low power, and self-contained electronics. This course is an applications-driven intro to electronics for inventors. Through a hands-on approach students will learn basic concepts about analog circuits, boolean logic, digital devices interfaces, and low-cost code-free electronics. Topics will include basic principles of electricity, as well as understanding of electronics components such as resistors, capacitors, diodes, transistors, audio amplifiers, and timers.
he virtual expansion of screens began during the 1960’s with the exploration of head-mounted displays. Since the 60’s, virtual reality has been explored in a multi-disciplinary context including philosophy, design, arts, behavioral therapy. Baudrillard, with his publication of Simulacra and Simulation (1981), declared that human experience is being replaced by a simulation of reality (HyperReality). His theories brought the dystopian narrative of the virtual to mainstream pop-culture, as seen in films such as The Lawnmower Man and The Matrix . Contrary to Baudrillard, Canadian VR Pioneer Char Davies brings a more positive perspective to Virtual Reality, “facilitating a temporary release from our haitial perceptions and culturally biased assumptions about being in the world, to enable us, however momentarily, to perceive ourselves and the world us freshly.” Throughout the class, the friction between Baudrillard and Davies will create the foundation of our exploration of Virtual Reality, where we will use room scale headsets and game engines to create meaningful “temporal experiences” exploring themes from behavioral sciences to narrative storytelling. We will be exploring ● existing VR projects, popular culture references and theory. ● concepts such as sense of embodiment (SoE), social VR design, and interactive storytelling techniques. ● methods for designing, modeling and rigging avatars for VR. ● live and pre-recorded animation. ● spatial audio techniques such as ambisonic sounds engines. ● packaging and distributing applications for social VR. This is a production class, along with a theoretical foundation, in which we will prototype projects with networking, inverse kinematics, raycasting and face tracking technologies to explore questions such as “how does the viewer become part of the experience?” and “how does the real space relate to the virtual worlds we design?” In the second half of the class, students will work in groups to build a final social VR project based on their exploration of the above framework.
Libraries like TensorFlow.js and ml5.js unlocked new opportunities for interactive machine learning projects in the browser. The goal of this class is to learn and understand common machine learning techniques and apply them to generate creative outputs in the browser. This class will start with running models in the browser using high-level APIs from ml5.js, as well as explore the Layer APIs from TensorFlow.js to train models using custom data. This class will also cover preparing the dataset for training models. At the completion of this course, students will have a better understanding of a few machine learning models, how do they work, how to train these models, and their use case to creative projects. Students will also be able to create interactive ML web applications with pre-trained models or their own models. Prospective students are expected to have taken an ICM (Introduction to Computational Media) course, or have an equivalent programming experience with JavaScript, HTML, CSS.
Genspace is collaborating on this course with ITP so that students can learn science literacy through several specialized workshops that will take place Genspace – topics include Biohacking (with an introduction to CRISPR) Biomaterials. Students will create projects throughout the semester utilizing both Genspace and ITP resources. Additionally, students will learn the basics of biodesign and bioinformatics to help them frame and conceptualize their research and their projects and how best to use these skills ethically and responsibly in aesthetic and scientific ways. Since 2009 Genspace has operated a community biology laboratory in Brooklyn stemming from the hacking, biohacking, and DIYbio movements. It currently supports citizen science and public access to biology, biotechnology, synthetic biology, genetic engineering, citizen science, open source software, open source hardware.
As game and interaction designers we create systems and choices that can either prey upon our psychological foibles or help us avoid decision pitfalls. It is our responsibility to understand how we decide, to consider the ethics of the systems we create and to practice designing systems in a purposeful manner. Game Design & The Psychology of Choice will provide interaction and game designers with an understanding of the factors that influence behavior and decision-making by looking at the intertwining of cognitive psychology and economics through the development of behavioral economics. These disciplines study behavior on the individual and group level, often revealing some of the why behind the rules of thumb and folk wisdom that game designers come to intuitively. But understanding the why—why we fall into decision traps; why certain tradeoffs tax our brain more than others; why we are overconfident about our abilities; why certain decisions make us uncomfortable—allows us to more purposefully apply our design craft, both in and out of games. Finally, as a class, we will take what we learn about how we think and create series of game experiences based around key cognitive science concepts. Assignments may include: •Mod a cognitive science experiment into a game or experience •Analyze and present a game through the lens of cognitive science and behavioral economics •Create game or experience based around a particular insight from cognitive science or behavioral economics
Beginning with the release of Crowther and Woods’ “Colossal Cave Adventure” in 1977, the potential and unique affordances of computation as a means of storytelling have become more and more apparent. Combining approaches from literary theory, anthropology, computational creativity and game design, this class considers how narrative structure can be represented as data and enacted through computation, and invites students to implement practical prototypes of their own interactive and procedurally-generated narratives using a variety of technologies. Topics include (but are not limited to) hypertext fiction, “choose your own adventure”-style branching narratives, text adventures, visual novels, story generation from grammars and agent-based simulations. Students will complete a series of bite-size weekly assignments to present for in-class critique. Each session will also feature lectures, class discussion, and technical tutorials.
Whether it’s through photo realistic scans found in current-gen video games or the cartoonish and low-fi aesthetic of Bitmoji there is no limit to ways in which the body and the self are represented in digital spaces. This 2 credit class will look at how avatars have been historically used in the realm of art, commerce, and entertainment and utilize existing avatar creation tools to develop projects that examine identity, body politics, and contemporary performance. In class we will cover the basics of Unreal Engine, photogrammetry, 3D scanning, and model rigging although students will be encouraged to use existing skill sets and creative thinking to complete some of the smaller week-by-week assignments. The class will culminate with a short performance, small installation or single/multi-channel video piece using one or more of the techniques covered in class. This can be a solo project or a group project. In this class students will: – Explore how avatars can be utilized in your creative practice – Gain an introductory understanding of Unreal Engine, photogrammetry, model rigging, and 3D scanning. – Learn how to recontextualize digital spaces for the purposes of art, installation, and performance. – Broaden your thinking of what performance can be, both in a physical setting and digital setting. – Think critically about how physical bodies inhabit digital spaces and how the hardware and software we use reinforces the acceptance and value of certain kinds of bodies.
“Digital tools of all kinds are deeply embedded in how our society operates. Innovations in basic communication, data processing, image manipulation, and even financial systems have transformed our social worlds and our artistic practice. This became even clearer and more present during the global pandemic, where, during times of social isolation, digital and networked tools almost fully replaced in-person social life. This course will examine the ethical and esthetic implications of a digital and networked world through the lens of socially engaged art and explore how digital tools are and can be used in socially engaged art practice, where art and creative work intersect directly with people and civic life. This includes discussion of how digital and networked tools both increase and complicate physical, economic, and cultural accessibility, and the ethical and social implications of the newest technologies, including AI, Web3, and quantum computing. We will work on how digital tools have been used in socially engaged art and how they could be used further, guided by the understanding that working digitally with socially engaged concepts means both using digital tools within projects AND interrogating the inner workings of how digital practices operate socially and culturally. We will also have some meetings and activities in public spaces, field trips to organizations such as Eyebeam and Genspace, and guest lecturers. Please feel free to reach out to me directly if you have questions about taking the course, or the course content.”
The most difficult part of prototyping is not the building process, but the process of deciding how to build. If we choose proper technology for prototypes, we can improve their robustness and simplicity. This course will cover available and affordable technologies for ITP students to build prototypes. The course will start with soldering, wiring and LED basics. Then students will design an Arduino compatible board in Eagle, get it fabricated, assembled. And then using the debugger to dig deeper to understand how a microcontroller works. The class will also cover multitasking, signal processing, communication, document writing and advanced skills beyond the Intro to Physical Computing class. Each session will have lectures followed by in-class practices with guidance. The 14-week long assignment is called Do It Once – Do It Again. Bringing an idea or ongoing projects is highly encouraged. This course requires Physical Computing or equivalent experience. Prerequisite: Intro to Phys. Comp. (ITPG-GT 2301)
The ability to digitally fabricate parts and whole pieces directly from our computers or design files used to be an exotic and expensive option not really suitable for student or designer projects, but changes in this field in the past 5 years have brought these capabilities much closer to our means, especially as ITP students. ITP and NYU now offer us access to laser cutting, CNC routing, and 3D stereolithography. In this class we will learn how to design for and operate these machines. Emphasis will be put on designing functional parts that can fit into a larger project or support other components as well as being successful on a conceptual and aesthetic level. In this class we will discover methods to design projects on CAD applications for total control of the result, and we will develop algorithmic ways to create designs from software (Processing) to take advantage of the ability to make parts and projects that are unique, customizable, dependent on external data or random. The class will include 3 assignments to create projects using the three machines (laser, router, 3D) and the opportunity to work on a final project.
This course explores how sound, code, and interaction can merge to create musical experiences that invite listeners to shape the music, not just hear it. Students create a series of browser-based musical systems that respond to users, incorporate randomness, and draw patterns from existing music. We begin by creating a series of audio-visual interfaces—an instrument, a score/mixer, and a loop-based piece—that invite deeper listening through play. Incorporating elements of sound and music production, these projects turn tools normally hidden in the studio into interactive spaces where listeners, performers, and audiences can engage with music in new ways. From there, we dive into the inner workings of music, examining how sound organizes into rhythm, melody, timbre, and harmony, and how these patterns can be expressed in code. Students design interactive studies on each musical element, reimagining tools like drum machines, sequencers, and synthesizers into experimental, playful, or educational systems that incorporate creative coding, machine listening, and machine learning techniques. Classes combine lectures, coding tutorials, listening sessions, design exercises, and discussions of existing interfaces. Throughout, students bring their own musical sensibilities into the work while developing their creative coding skills using p5.js and Tone.js. Students regularly share work and receive feedback, using input from the class to develop and iterate on their ideas. The semester culminates in an interactive or generative piece that builds on the semester’s studies, documented through sketches, demos, and code. Prerequisites: Introduction to Computational Media (ICM) or equivalent programming experience is required. About Luisa Hors: https://www.luisapereira.net/
“Interactive technologies seldom stand alone. They exist in networks, and they facilitate networked connections between people. Designing technologies for communications requires an understanding of networks. This course is a foundation in how networks work. Through weekly readings and class discussions and a series of short hands-on projects, students gain an understanding of network topologies, how the elements of a network are connected and addressed, what protocols hold them together, and what dynamics arise in networked environments. This class is intended to supplement the many network-centric classes at ITP. It is broad survey, both of contemporary thinking about networks, and of current technologies and methods used in creating them. Prerequisites: Students should have an understanding of basic programming. This class can be taken at the same time as, or after, Intro to Computational Media or an equivalent intro to programming. Some, though not all, production work in the class requires basic programming. There is a significant reading component to this class as well. Learning Objectives In this class, you will learn about how communications networks are structured, and you will learn how to examine those structures using software tools. By the end of this class, you should have a working knowledge of the following concepts: * The basics of network theory, some history of the internet and the organizations and stakeholders involved in its creation and maintenance * The Open Systems Interconnect (OSI) model and standard internet protocols such as Internet Protocol (IP), Transmission Control Protocol (TCP) , Universal Datagram Protocol (UDP), and Hypertext Transport Protocol (HTTP). * Network addressing, private and public IP addresses * What hosts, servers, and clients are and a few ways in which they communicate * What a command line interface (CLI) is and how to use the tools available in one * The basics of internet security * How telecommunications networks are similar to other infrastructural networks, like power and transportation, and how they are different.”
Making words and images public used to be difficult, complex, and expensive. Now it’s not. That change, simple but fundamental, is transforming the media landscape. A publisher used to be required if you wanted to put material out into the public sphere; now anyone with a keyboard or a camera can circulate their material globally. This change in the economics of communication has opened the floodgates to a massive increase in the number and variety of participants creating and circulating media. This change, enormous and permanent, is driving several profound effects in the media landscape today. This course covers the transition from a world populated by professional media makers and a silent public to one where anyone who has a phone or a computer can be both producer and consumer. This change, brought about by the technological and economic characteristics of digital data and networks, is upending old industries — newspapers, music publishing, moviemaking — faster than new systems can be put in place. The result is chaos and experimentation as new ways of participating in the previously sparse media landscape are appearing everywhere. This course covers the history and economics of the previous media landscape, the design of digital networks that upend those historical systems, and new modes of participation from weblogs and wikis and Twitter to fan fiction and lolcats. The course centers on readings and field observation, with three papers due during the course of the term.
This is an environment for students to work on their existing project ideas that may fall outside the topic areas of existing classes. It is basically like an independent study with more structure and the opportunity for peer learning. This particular studio is appropriate for projects in the area of interactive art, programing, physical computing and digital fabrication. There are required weekly meetings to share project development and exchange critique. Students must devise and then complete their own weekly assignments updating the class wiki regularly. They also must present to the class every few weeks. When topics of general interest emerge, a member of the class or the instructor takes class time to cover them in depth. The rest of the meeting time is spent in breakout sessions with students working individually or in groups of students working on related projects.
The Black Atlantic considered as a socio-cultural and economic space from the 15th-century first arrival of Africans in the ’New World,’ through the rise of slavery in the Americas, continuing on to slave emancipation and decolonization in the 19th and 20th centuries, and concluding with contemporary black life in the Atlantic world. Traces the origins and importance of the concept of the Black Atlantic in the context of European imperial expansion and the transformation of indigenous structures of governance in the Americas, paying special attention to shifting social relations that shaped community formation among people of African descent and laid the foundations for political and economic institutions. Topics include: civilization, slavery, colonialism, capitalism, freedom, and justice, approached through focused engagement with African enslavement and settlement in Africa and the Americas; the development of transatlantic racial capitalism; variations in politics and culture between empires in the Atlantic world; creolization, plantation slavery, and slave society; the politics and culture of the enslaved; the Haitian Revolution; slave emancipation; and contemporary black Atlantic politics and racial capitalism.
The location of Israel at the geographic junction between the West and the East, between the Arab world and the Western world, against the background of the long historical complexity of this piece of land provides a panoramic view of Israeli culture and art by examining thematic crossroads and ideas, via problems and social conflicts which lie at the heart of those art works and are reflected by them. Themes include: religion and secularism, universalism/globalism versus localism, Jews and Arabs, Ashkenazic and Sephardic cultures, multiculturalism in Israel, Zionism and Post-Zionism, right and left political world views, questions of gender, historical perspectives on war and peace and the Holocaust. Students explore the way different forms of art—visual, literary, and performance—reflect and shape the understanding of the “Israeli mosaic” while learning about the way the artists and writers internalize, consciously and unconsciously the complex Israeli reality.
Over the last 50 years, millions of Latin Americans have experienced extraordinary shifts in their social, political, and cultural landscape, a result of the transformative effects of revolution or insurgency, state repression, popular resistance and social movements. We focus on events that had continental, hemispheric, and even global impact, including the Cuban Revolution of 1959, the military coups of the 1970s, and the Zapatista uprising in 1994. Drawing on a range of primary sources and cultural forms, we listen carefully to the voices of the major social actors of the time. Our sources are drawn from a wide range of media: newsprint, television broadcasts, transcripts, testimony, essay, documentary and feature film, art, and music. We deliberately mix artistic representations with documentary evidence to understand how the arts—music, visual art, literature, film—do not just reflect the reality around them, but are themselves vital sites for shaping and changing that reality and our imagination of it, both then and now.
The course examines how Italian identity has been transformed through encounters with foreigners. These foreigners were not only invading armies and colonizing powers but also artists and scholars, travelers and tourists. All contributed in fundamental ways to the evolution of Italian society and culture.Through the study of primary sources we will explore, for example, how the Greek, Arab, Byzantine, and Jewish presences reshaped Italian civilization up until the Renaissance. As well as outlining the historical circumstances for each of these encounters, our account will focus on their cultural consequences from a number of perspectives, from science to language, from philosophy to art and architecture. A field trip to Ravenna (capital of the Western Roman Empire, then of the Ostrogothic Kingdom, and later of the Byzantine Exarchate) will offer a vantage point to appreciate the many layers of Italian cultural history. As a case study, we will analyze a number of coeval reports on the sacks of Rome by the Visigoths (410 AD) and by the troops of Charles V (1527).Florence will be used as a primary source. The city and its surroundings will provide the most favorable context also to address the issue of tourism, from the Grand Tour to the most recent developments of mass tourism in Italy.
The course description for this Topics in CORE course varies depending on the topic taught. Please view the course descriptions in the course notes section below.
The history and culture of the ancient Israelite societies of biblical times and the Greco-Roman period seen from the perspective of the process of urbanization and the role of cities in the development of classical Judaism, covering the period from c. 1250 b.c.e. through the third century c.e. Surveys the history and achievements of these cities and their contribution to the development of law and social organization, prophetic movements, history of Israelite religion and early Judaism, and the background of Christianity. The Bible and ancient Jewish texts preserve much evidence for the history of ancient Israel; and archaeological excavations, as well as the discovery of ancient writings in Hebrew and related languages, have added to our knowledge. In addition, new discoveries in the Dead Sea Scrolls contribute greatly to our understanding of the history of Judaism and the emergence of Christianity. Throughout, we remain focused on the growth of cities and their role in the creation and development of ancient Israel’s culture and literature.
How many types of people are there? When and how will you die? Will you make money? Is the system fair? This fully online course introduces students to topics in data science, probability, and statistics through big life questions. Students learn to code in the R language and use simulation-based methods rather than equations for inference. Liberal Arts Core/CORE Equiv – Satisfies Quantitative Reasoning for some programs; check with your Academic Advisor
This course introduces the Python programming language as a tool for reading and writing digital text. This course is specifically geared to serve as a general-purpose introduction to programming in Python, but will be of special interest to students interested in language and computer-generated text. Among the topics we’ll discuss are: the history and aesthetics of computer-generated writing in literature and the arts; computational linguistics; ethics and authorship in the context of computer-mediated language; poetic structure and sound symbolism; performance and publishing. Programming topics covered include: data structures (lists, sets, dictionaries); strategies for making code reusable (functions and modules); natural language processing; grammar-based text generation; predictive models of text (Markov chains and neural networks); and working with structured data and text corpora. Weekly programming exercises and readings culminate in a final project. Prerequisites: Introduction to Computational Media or equivalent programming experience. Prerequisite: ICM
The World Wide Web has grown up to be a great platform for asynchronous communication such as email and message boards. More recently this has extended into media posting and sharing. With the rise of broadband, more powerful computers and the prevalence networked media devices, synchronous communications have become more viable. Streaming media, audio and video conference rooms and text based chat give us the ability to create content and services tailored to a live audience. During this course, we focus on the types of content and interaction that can be supported through these technologies as well as explore new concepts around participation with a live distributed audience. In this course, we look at new and existing platforms for live communication on the web. We leverage existing services and use Flash, PHP, AJAX and possibly Processing/Java to develop our own solutions. Experience with ActionScript/Flash, PHP/MySQL and HTML/ JavaScript are helpful but not required.
In today’s world, developing new and innovative products and services is the “golden mantra” of every organization. Companies are therefore looking for creative, innovative and collaborative employees. This course will introduce participants to design thinking, a human-centered approach to innovation that allows us to create meaningful and sustainable solutions (products, services, technology, experience, etc.). Probable Tandon MakerSpace related material fees. | Prerequisite: MakerSpace Safety Course
Special topics in Sustainable Urban Environments at the 3000 level, to be decided by instructor. | Prerequisites: Completion of first year writing requirements. Notes: Satisfies a HuSS Elective.
This class investigates aspects of human behavior in terms of the Internet. The Internet is a technological phenomenon that allows people separated by huge distances to interact with each other in relatively seamless fashion. Does the Internet allow people to connect in ways never possible before? Or are these new connections variations of previous human interactions, only on a computer screen. For all of its positive attributes, the Internet has a negative side: People become increasingly dependent on interacting only through the Internet. Is this dysfunctional? What characterizes addictive behavior? Can addictive behavior be attributed to a physical action as opposed to a biological substance? | Prerequisites: EXPOS-UA 1 or EXPOS-UA 4. Notes: Satisfies a HuSS elective.
This course explores the nature of the creative act. What does it take to be creative? What are some of the cognitive and personality variables that aid and hinder creativity? What are the characteristics of great innovators? Is innovation purely individual? Or are innovators a product of their time? The course also surveys literature on teaching creativity and innovation. | Prerequisites: Completion of first year writing requirements. Co-requisites: None. Notes: Satisfies a HuSS elective.
Using a case study approach, this course explores the issues of professional and technological ethics especially as it pertains to networked computers in a global setting. The course will begin with the appropriate ethical codes of the professional societies, including the code of ethics for the Association for Computing Machinery (ACM) but also codes in other areas such as finance and medicine. The mandates and expectations of the codes will be interpreted from varying perspectives and will be applied concretely to the specifics of the cases under consideration. Ethical issues will be approached in a manner similar to that of engineering problems and students will be expected to show a step-by-step process for the resolution of actual and potential ethical conflict. The technique of “line drawing” will be used to exhibit the alternatives and to help justify the ultimate decision made. In addition to video lectures Power Point charts, and notes the course teaching techniques will employ social media (“Google “) to create a class community, “NYU Classes” to present texts and case studies, built-in assessment tools to permit student dialogue and debate on assigned topics. These online tools do not demand excessive bandwidth and can be used in both synchronous and asynchronous settings.
Ethical expertise is integral to the careers and responsibilities of engineering and technology management professionals, from long-standing issues around professional responsibilities to society and more recent controversies such as “techlash” concerns about bias, equity, and surveillance. This survey course introduces undergraduate students to some of the most relevant ethical issues in engineering and the technology industry today. Students will begin by exploring basic ethical approaches from a variety of philosophical traditions and how these principles have historically been integrated into engineering professions. Then, students will study a variety of topics of high importance to engineers today, including ethics in computing, data, and automated systems; medical ethics, past and present; disability ethics and activism; ethical issues related to the environment and climate change; and ethical issues related to race and gender. | Notes: Satisfies a HuSS elective.
This course investigates aesthetic and technical aspects of sound for video games and interactive 3-D environments. Artistic implications of the technology are also explored from the perspective of the electronic composer and performer. Students will work with a game engine to create an immersive interactive environment. Additional topics include: Csound, Java and other relevant technologies. Completion of a final project, class presentation, as well as several weekly assignments is required.
This course allows students to harness the power of visual language in order to convey messages and meaning. The elements of visual foundation that will be covered include components (color, texture, image and typography), composition, and concept. Although the class takes place in the Game Design department, we will be less concerned with visuals as they are applied to games and instead will look at visual communication across a wide range of disciplines, from visual art to graphic design to web and interface design. Although non-digital mediums will be addressed, the understanding and use of industry-standard software is also a primary goal. The class is about the importance of visual design, how it shapes our culture. The students will learn about and discuss widely-practiced methods of visual communication, and then find their own voice through developing their own works, driven by a clearer understanding of their own tastes and interested fields.
Introduction to Programming for Games is a course that introduces students to the concepts, problems, and methods of computer programming, and how these apply to the creation of video games. The course assumes no prior programming knowledge, and is designed to touch on the basic principles of digital design in the form of computer code. There will be an emphasis on programming fundamentals; they will be motivated through the lens of designing and producing video games.
Games 101 is the foundational course for the NYU Game Center. The focus of Games 101 is game literacy – a shared understanding of games as complex cultural and aesthetic objects. The class will incorporate lectures, discussion, readings, and writing assignments, but the primary activity of the class is critical play – playing games in order to better understand and appreciate them. The class will cover games on and off the computer, including classic and contemporary board and card games, sports, and games on the PC, internet, and consoles.
This course focuses on building applications in Python using a project-based learning approach. Students will design projects using important Python packages in a variety of applied areas such as textual analysis, data visualization, and others.
Students learn how to design algorithms to solve problems and how to translate these algorithms into working computer programs. Experience is acquired through programming projects in a high level programming language. CSCI-UA 101 is intended as a first course for computer science majors, and for students of other scientific disciplines. Programming assignments.
This course will examine the relationship between planetary-scale computation and the development of planetarity. We take as starting points that (1) the very notion of climate change is an epistemological accomplishment of planetary-scale sensing, modeling and computation systems and (2) the ecological costs of computation are on an unsustainable trajectory. The seminar will ask: what are alternative futures for computation as human and ecological infrastructure? The primary subject of research is the transition from computation as a digital media object to computation as continental scale infrastructure. The scope and significance of this shift are fundamental for the development of interactive art and design that seeks to explore critical alternatives to extant models for this. What we call planetary-scale computation takes different forms at different scales—from energy and mineral sourcing and subterranean cloud infrastructure to urban software and massive universal addressing systems; from interfaces drawn by the augmentation of the hand and eye to users identified by self—quantification and the arrival of legions of sensors, algorithms, and robots. Each of these may represent a direct harm upon effected ecosystems and/or a means for and informed viable administration of those same systems. The course is primarily geared to advanced IMA students but is open to students from any major who are interested in engaging with contemporary issues of computation, society and ecology. Final projects will combine original written work and speculative design that can draw on diverse student core skill sets. Prerequisite: Sophomore Standing. Fulfillment: IMA Major Electives; IMB Major Interactive Media Elective.
This course surveys the implications of globalization for the production, circulation, and consumption of media. In this course, we will look across both analog and digital media (radio, TV, film, video, pop music, podcast, etc) in relation to a series of questions: How do media (and media industry) represents localities for a global audience? How can media practices create a feeling of belonging to the world/community? How may global media tell us about different material infrastructure, social imagination, and political desires? Students will explore media phenomena and critically examine media texts often beyond North American experiences. By the end of the class, students will be able to articulate how media connects to global flow of finance, cultural product, labor, and social aspirations.
Welcome to the ABC Browser Circus (ABC), where acrobats juggle with hyperlinks, dance across scrolling grids and jump through open server ports. This course introduces the students to the history of the internet, the World Wide Web, and specifically to the browser as a cultural object and its role in (net)art; in parallel, students are guided to creative uses of the web. In three consecutive modules, the browser is interpreted as a blank canvas, a susceptible agent and as a window to other realities respectively. Technologies used in the ABC Browser Circus are advanced HTML, CSS and JavaScript as well as Node for server-side programming. Participants must have completed either Communications Lab or Creative Coding Lab (IMA Foundation Classes). Students are expected to comfortably apply fundamental programming concepts to solve problems.
This course investigates and illuminates the concepts and the aesthetics of kinetic sculpture and installation art in various forms from creative and historical perspectives. Students will learn to regard sound and performance as part of a sculptural form and learn to work with space. Students will gain woodworking and digital fabrication skills to expand on their physical computing skills to create moving sculpture and installation. The course consists of lectures, readings, and hands-on studio work.
Many of us have played and enjoyed games. Have you ever wondered how people actually design and develop them? Can a games as a profession and practice be described? What are the basic theories, structures and skills involved in game development? How do game designers create compelling interactive experiences for the player? How do they respond to feedback, prototype and improve these experiences? This course explores these questions and others through playing, analyzing and making games over 14 weeks. Students will understand games not only as entertainment, production and business models, but as a form of mass interactive media and culture. Students will be introduced to game design concepts, emphasizing all stages of game development: paper and digital prototyping, iteration, interactive narrative design, object-oriented game programming, 3D/2D game art creation, sound effects composition and user testing. For the course project, students will work in teams and create games in multiple projects, from simple board games to a digital game with original game art, mechanics and other design elements. This course leverages multiple tools for game prototyping and design, but will focus on Unity, a game engine that uses C# based programming language, for game build-up.
We will explore a range of programming languages, systems, and activities designed to help learners acquire computational skills and become creative problem solvers and project designers, including arts and interactive projects. We will create projects in turtle geometry, animation, and programmable embroidery (Snap!, Turtle Geometry, TurtleArt, and TurtleStitch), and in simulation systems which model complex systems in the life and social sciences in order to acquire a deeper understanding of their underlying phenomena (NetLogo). The course is fundamentally about ideas, and how some powerful ideas from computation can empower a learner to be a better creator and problem solver, acquire a deeper understanding of social and scientific phenomena, and become a self-directed learner. We will identify these ideas and actively engage with the pedagogical theories that underlie embodying them by creating with systems designed for children, beginners, or people coming from disciplines which traditionally had less emphasis on computing-based tools. We will emphasize reflection on our own learning within the course.”
“The practice of using light and motion as artistic media traces its roots back to the architectural design of spiritual structures in ancient cultures and the use of fire and shadow in religious ceremonies. However, not until the invention of electricity, the incandescent bulb, and electric motors did light and motion really become artistic media themselves. The current availability of cheap and abundant sources of motion and light have opened up new possibilities for the creation of sculptural objects which compose structures in light and movement. Drawing upon the combined histories of lumia, kinetic sculpture, and op art, we will be investigating the historical and current developments of kinetic art and light art. Students will create kinetic light sculptures of their own design, building upon and expanding their knowledge of digital fabrication, physical computing, and generative software systems. They will learn how to compose in color, light, rhythm, movement, and space and how to install and present their work in a public setting.”
In this foundation course students will learn the fundamentals of computation, software design, and web technologies, through a series of creative projects. The course is intended to equip students with the skills to develop artistic and business projects that include a significant computational component. Topics such as variables, functions, components, and functional and reactive programming will be brought together to create interactive applications, generative art, data visualization, and other domains. Within the framework of these creative projects students will develop a greater understanding of how computer programs operate, be exposed to various concepts used to create experiences and interactions, and become more familiar with some of the technologies that constitute the internet. This course is intended for students with no prior programming background. Prerequisite: None. Fulfillment: CORE AT; IMA Major Other Foundation; IMB Major Emerging Media Foundation.
What is the place of human creativity, agency and intelligence in complex technical networks? This class aims to build a foundation for studying how automation, artificial intelligence, robotics, digital image production, predictive software, and eco-technologies signal the ascent of a posthuman society. It provides a selection of texts and case studies that introduce basic philosophical and sociological questions about posthuman technologies and support creators, writers and thinkers in conceptualizing the posthuman nature of new media. The class is a combination of lectures and writing workshops. Prerequisite: None. Fulfillment: IMA/IMB elective.
Architecture has always been considered as an immediate extension of the human civilization, and its connection with state-of-the-art technologies has always been essential. In our current highly mediated and augmented environments, architecture shifts from static, solid, and predefined, to a fluid, interactive, and ever-changing. Computational, interactive, and media technologies challenge our understanding of what architecture is, redefining our engagement with exterior and interior spaces. The course investigates the area of media architecture from a contextual and critical perspective, examining and implementing in theoretical and practical scenarios current emerging trends. Students are expected to develop a comprehensive understanding of media architecture, to thoroughly investigate the media cityscape (including motivations, social implications, technological requirements), and to develop installation work that utilizes contemporary media development practices and demonstrates artistic, technological, and scientific rigor. Prerequisite: None
In this course, students will work in teams to design digital learning resources and experience designs at the intersection of music, coding, arts, and technology. The course will begin with an introduction to emerging trends in learner engagement and design-based research, especially related to web- and mobile-based musical experiences and principles of making music with new media. Innovations in and applications of musical creativity, interactive technologies, user-centered design & engagement, scaffolded learning, creative learning, pedagogies of play and making, and educational entrepreneurship in Chinese contexts will also be explored. The market for creative educational experiences in afterschool settings for youth in China is exploding. For-profit educational service companies are competing and searching for differentiated, learning experiences in music, coding, and creative project based learning that will attract high-paying parents looking for the best supplemental education for their children. This practical, hands-on course will explore questions such as: How can we design engaging, creative learning experiences that are relevant to the cultural goals and needs of today’s youth in China, while laying the foundation for creative learning for the workforce of tomorrow? What are engaging, effective creative learning resources, and how are they best implemented in Chinese learning settings? How can we take advantage of young people’s near ubiquitous love of music and technology to facilitate creative learning? Students will work together in teams and paired with a partner audience of learners and teachers in Shanghai drawn from local and regional international schools (e.g. Alibaba’s Cloud Valley), local afterschool programs (e.g., Music Lab), and cultural partners (e.g., Shanghai Symphony). Together they will assess the needs and opportunities of partner students and teachers, and engage in a two-stage iterative and reflective co-design process prototyping custom learning resources and experience designs with their partner end users. At the end of the course, students will present and demo their learning resources as part of a public showcase to an external audience of partners, educators, technologists, musicians, entrepreneurs, and experience designers in Shanghai. Prerequisites: None.
This course emphasizes on the 3D animation through digital modeling / sculpting techniques, keyframe and blend-shape animation . The course breaks down into 4 stages : 1. basic topology of head model, 2. high-poly sculpting and projection texturing, 3. Keyframe and blend-shapes animation, 4. 3D animation final project. In the final project, students get to choose either lip-sync animation or conceptual piece utilizing the created head models. An overview of digital editing / compositing and sound design will also be introduced to assist with students’ final project at the end of the semester. Prerequisite: None. Fulfillment: IMA/IMB elective.
Sound is all around us. The way we perceive or experience these sounds are largely dependent upon their environments, whether artificially constructed or naturally present. In this studio-based course, students will learn about the development of sound art through readings and listenings by artists, musicians and designers who investigate our sonic environment through sound sculptures, multi-channel immersive installations, soundscapes, audio tours, podcasts and field recordings. The course will begin with an introduction into the physics of sound with time for deep listening exercises. We will read selected texts and listen to pieces by those working in the field of Acoustic Ecology, an interdisciplinary field that employs ethnographic practices to create sound studies or art. We will look at artists who employ narrative techniques to engage the audience. We will study musicians such as Alvin Lucier and John Cage and the history of experimental music that takes into consideration the physical space its recorded or played in. There will be weekly exercises that will help develop the student’s spatial awareness of sound and music. We will take listening and recording trips into the field to understand the acoustic urban environment. We will use different types of microphones such as hydrophones and binaural mics. Students will learn how to build their own contact microphones. Students will have the opportunity to create works for multi-channel speakers. The final project can take on any form within the realm of sound art–multimedia, narrative, non-narrative, music, installation.
“How would you like to pay?” A simple question may provoke diversified answers in the digital age. The financial applications of digital technologies, or so-called fintechs have engendered many alternative forms such as QR codes, mobile apps, and Bitcoin for financial activities including payment, loans, and investment. What technologies make these innovations possible? What are the aesthetic norms embedded in fin-tech app designs? How do the fin-tech companies interact with banks, policy-makers, and regulators? While Ant Financial and Tencent Finance make China the leader of fin-tech innovation, how does the global map of fin-tech innovation look like? After all, how have fin-techs re-shaped people’s everyday life, and perhaps will reform human being? Through a weekly three-hour meeting, this course is to make sense of fin-techs from a wide variety of perspectives. Integrating lectures with workshops and company visits, this course will equip students with critical thinking and practical skills that allow them to dialogue with various actors, such as computer programmers, project managers, investors, as well as academic intellectuals. Prerequisite: None. Fulfillment: IMA Major Electives; IMB Major Business Elective/Interactive Media Elective; Business and Finance Major Non-Finance Electives; Business and Marketing Major Non-Marketing Electives.
Design Thinking is a theoretical, methodological and practical framework that has the potential of bringing about socially responsible innovation. This course will introduce the core concepts and toolkits of design thinking as the foundation of innovative thinking and practices. It requires you to step out of your comfort zone and to examine and challenge your own assumptions. Critical thinking, teamwork, and empathy are the three pillars of this course. Prerequisite: None
This course is about designing your life. What if you used the same innovation principles that startups use and applied them to your own lives? Students are introduced to design thinking as a framework to process their college experience and explore life after graduation. This course will use rapid prototyping methods to test out career interests, engage in behavior design, and ideate on multiple futures. The course will be delivered in a studio setup with in-class design workshops, group discussions, personal reflection, individual coaching and field trips. Prerequisite: None. Fulfillment: IMA Major Electives; IMB Major Business Elective/Interactive Media Elective; Business and Finance Major Non-Finance Electives; Business and Marketing Major Non-Marketing Electives.
This course is about designing your global experiences. Students are introduced to design thinking as a practical tool to make the most out of their NYUSH experience and prototype opportunities offered by NYU’s Global Network. This course will use rapid prototyping methods to test out academic and career interests, visit global organizations in Shanghai, and meet with leaders with multinational experience. The course will be delivered in a studio setup with in-class design workshops that explore topics such as the purpose of college, educational wayfinding, global perspectives, and innovating on career paradigms.
This is a practice-based course designed to teach basic programming skills in the context of critical and cultural media studies and digital humanities. Requires no prior programming experience, simply a willingness to explore code at a more technical level with the aim of using computation as an expressive, analytical, critical and visualizing medium. Students learn basic coding techniques such as variables, loops, graphics, and networking, all within a larger conversation on the social, cultural, and historical nature of code and coding practices.
This course provides an in-depth examination of the core economic conditions and various business models and practices that characterize the media industries. Special attention is paid to video and audio streaming, gaming, and social media platforms. This course is designed to track and assess current business trends and strategies in the US, as well as major markets and regions around the world.
This course is for students who intend to seek employment in the media industry. Its focus is the modern history of those industries — film, TV, radio, newspapers, music, magazines, book publishing — with special emphasis on the pressures that affect them now. Student are required to do extensive background reading, and we will hear from various professionals with long experience in the industries under consideration.
This course examines the role of language in media, culture, and communication. Topics will include language ideologies, register-formation, language politics, standardization, raciolinguistics, code-switching, voicing, speech and text genres, orthographies, fonts, and more. Students will learn to analyze interpersonal and mediated communication-in-context, with attention to pragmatics, performativity and participation frameworks, using key analytics and methods from the fields of socio-linguistics, linguistic anthropology, and semiotics.
A hands-on introduction to the technical & creative uses of digital photography. The class will explore the use of digital technologies to compose, shoot, scan, alter, & print images, as well as considering the ways in which photographic meaning has been changed by the use of the computer. Student provides their own camera & paper.
The purpose of this course is to familiarize students with basic concepts, research findings and theories related to the way in which human characteristics, capabilities and limitations, including physiology and psychology, affect system design and performance. Students will develop a basic understanding of methods for studying and assessing human behavior and for analyzing human performance. It will introduce aspects of system, interface, organizational design and physical setting as they influence operators and performance. Satisfies an HuSS Elective. | Prerequisites: Completion of first year writing requirements.
This course looks at how people interact with their environments: how settings affect behavior; how people change environments to fit their needs; and how people can become an active part of the environmental-design process. The course discusses how people use space and the way environmental design meets (or fails to meet) human needs. These concerns are valid for very-small-scale design problems (as in human-factors engineering); mid-size spaces (architecture and interior design); large-scale spaces (communities, urban areas). | Prerequisites: Completion of first year writing requirements . Co-requisites: None. Notes: Satisfies a HuSS elective.
We are inundated by data, but data alone do not translate into useful information. Statistics provides the means for organizing, summarizing, and therefore better analyzing data so that we can understand what the data tell us about critical questions. If one collects data then understanding how to use statistical methods is critical, but it is also necessary to understand and interpret all the information we consume on a daily basis. This course provides these basic statistical approaches and techniques. This course may not be acceptable as a substitute for any other Probability and Statistics course. For Sustainable Urban Environments (SUE) students, please see your advisor. Note: Not open to math majors or students who have taken or will take MA-UY 2054 or MA-UY 2224 or MA-UY 3014 or MA-UY 3514 or ECE-UY 2233 or equivalent.
This course gives an overview of PDEs that occur commonly in the physical sciences with applications in heat flow, wave propagation, and fluid flow. Analytical as well as some numerical solution techniques will be covered, with a focus on applications rather than analysis. | Prerequisites: MA-UY 2034 or MA-UY 4204 or MA-UY 4254
Limits of real and complex sequences and series; topology of metric spaces; continuity and differentiability of functions; definition, properties, and approximations of Riemann integrals; convergence of sequences and series of functions; Fourier series and other orthogonal systems of functions, approximations theorems. | Prerequisites: (MA-UY 2114 or MA-UY 2514) and (MA-UY 1044 or MA-UY 2034 or MA-UY 3034 or MA-UY 3054) and Junior level standing or above. | Anti-Requisite: MA-UY 4644
This course covers techniques of integration, introduction to ordinary differential equations, improper integrals, numerical methods of integration, applications of integration, sequences, series, power series, approximations of functions via Taylor polynomials, Taylor series, functions of two variables, graphs of functions of two variables, contour diagrams, linear functions, functions of three variables. | Prerequisites: MA-UY 1024 or MA-UY 1324 | Corequisite: EX-UY 1.
This course covers: Library of Functions, functions of one variable. Limits, derivatives of functions defined by graphs, tables and formulas, differentiation rules for power, polynomial, exponential and logarithmic functions, derivatives of trigonometric functions, the product and quotient rules, the chain rule, applications of the chain rule, maxima and minima, optimization. The definite integral, the Fundamental Theorem of Calculus and interpretations, theorems about definite integrals, anti-derivatives. MA-UY 1324 is for students who wish to take MA-UY 1024 but need more review of precalculus. MA-UY 1324 covers the same material as MA-UY 1024 but with more contact hours per week, incorporating a full discussion of the required precalculus topics. | Prerequisite: Placement Exam or MA-UY 912 or MA-UY 914. Corequisite: EX-UY 1.
This course MA-UY 1424 is for students who wish to take MA-UY 1124 but need more review of precalculus. MA-UY 1424 covers the same material as MA-UY 1124 but with more contact hours a week, incorporating a full discussion of the required precalculus topics. | Prerequisites: MA-UY 1022 or MA-UY 1024 or MA-UY 1324. Note: credit for this course may be used to satisfy the minimum credit requirement for graduation. Corequisite: EX-UY 1
Similar to MA-UY 2114 Calculus III, but at a faster pace and deeper level. Functions of several variables. Vectors in the plane and space. Partial derivatives with applications, especially Lagrange multipliers. Double and triple integrals. Spherical and cylindrical coordinates. Surface and line integrals. Divergence, gradient, and curl. Theorem of Gauss and Stokes. Students pursuing an honors mathematics degree are especially encouraged to consider this course. Prerequisite: (MA-UY 1124 or MA-UY 1424) with a grade of A- or better OR a 5 on the AP Calculus BC Exam and Department Permission. Anti-requisite: MA-UY 2114
This course covers: foundations of algebra, exponents, multiplication of algebraic expressions, factoring algebraic expressions, working with algebraic fractions, proportionality, rates of change, equations of lines, completing squares, the quadratic formula, solving equations, systems of linear equations, inequalities, domain and range of functions, exponential and logarithmic functions, compositions of functions, transformations of functions, right triangles, trigonometry of triangles.| Prerequisite: placement exam. Note: credit for this course may not be used to satisfy the minimum credit requirement for graduation. Corequisite: EX-UY 1
This course covers: Library of Functions, functions of one variable. Limits, derivatives of functions defined by graphs, tables and formulas, differentiation rules for power, polynomial, exponential and logarithmic functions, derivatives of trigonometric functions, the product and quotient rules, the chain rule, applications of the chain rule, maxima and minima, optimization. The definite integral, the Fundamental Theorem of Calculus and interpretations, theorems about definite integrals, anti-derivatives. | Prerequisite: Placement Exam or MA-UY 914 | Corequisite: EX-UY 1
Techniques for counting and enumeration including generating functions, the principle of inclusion and exclusion, and Polya counting. Graph theory. Modern algorithms and data structures for graph-theoretic problems. | Prerequisite: C or better in MA-UY 1124 or MA-UY 1424.
An introduction to the mathematical treatment of random phenomena occurring in the natural, physical, and social sciences. Axioms of mathematical probability, combinatorial analysis, binomial distribution, Poisson and normal approximation, random variables and probability distributions, generating functions, the Central Limit Theorem and Laws of Large Numbers, Markov Chains, and basic stochastic processes. Note: Not open to students who have taken MA-UY 2224, MA-UY 2233, ECE-UY 2233 or MA-UY 3022 | Prerequisite: A grade of C or better in (MA-UY 2114 or MA-UY 2514) and (MA-UY 1044 or MA-UY 2034 or MA-UY 3034 or MA-UY 3054).
Introduction to the mathematics of finance. Topics include: Linear programming with application pricing and quadratic. Interest rates and present value. Basic probability: random walks, central limit theorem, Brownian motion, lognormal model of stock prices. Black-Scholes theory of options. Dynamic programming with application to portfolio optimization. | Prerequisites: A grade of C or better in (MA-UY 2114 or MA-UY 2514) and a grade of C or better in (MA-UY 2054 or MA-UY 2224 or MA-UY 2414 or MA-UY 3014 or MA-UY 3022 or MA-UY 3514 or MA-UY 4114).
This is an introduction to the rigorous treatment of the foundations of real analysis in one variable. It is based entirely on proofs. Students are expected to know what a mathematical proof is and are also expected to be able to read a proof before taking this class. Topics include: properties of the real number system, sequences, continuous functions, topology of the real line, compactness, derivatives, the Riemann integral, sequences of functions, uniform convergence, infinite series and Fourier series. Additional topics may include: Lebesgue measure and integral on the real line, metric spaces, and analysis on metric spaces. | Prerequisites: A grade of A- or better in (MA-UY 2114 or MA-UY 2514) and (MA-UY 1044 or MA-UY 2034 or MA-UY 3054) and Junior level standing or above. Recommended: MA-UY 2514 Honors Calculus III and MA-UY 3054 Honors Linear Algebra with a grade of B or better. | Anti-Requisite: MA-UY 4614
A first course in ordinary differential equations, including analytical solution methods, elementary numerical methods, and modeling. Topics to be covered include: first-order equations including integrating factors; second-order equations including variation of parameters; series solutions; elementary numerical methods including Euler’s methods, Runge-Kutta methods, and error analysis; Laplace transforms; systems of linear equations; boundary-value problems. Restricted to Tandon math majors and students with a permission code from the math department. Fulfills ordinary differential equations requirement for the BS Math degree. | Prerequisites: C or better in (MA-UY 2114 or MA-UY 2514 or MATH-UH 1020 or MATH-UH 1021 or MATH-SHU 151) and (MA-UY 1044 or MA-UY 3054 or MA-UY 3113 or MATH-UH 1022 or MATH-SHU 140 or MATH-SHU 141). Note: Not open to students who have taken or will take MA-UY 2034 or MA-UY 4254
Introduction to abstract algebraic structures, including groups, rings, and fields. Sets and relations. Congruences and unique factorization of integers. Groups, permutation groups, homomorphisms and quotient groups. Rings and quotient rings, Euclidean rings, polynomial rings. Fields, finite extensions. | Prerequisites: A grade of C or better in (MA-UY 2114 or MA-UY 2514) and (MA-UY 1044 (formerly 3044) or MA-UY 3054 or MA-UY 3113). Additionally, it is suggested for students to have taken MA-UY 4614 or MA-UY 4644 as a prerequisite. Note: Cannot receive credit for both MA-UY 4044 and MA-UY 4054.
Introduction to abstract algebraic structures, including groups, rings, and fields. Sets and relations. Congruences and unique factorization of integers. Groups, permutation groups, group actions, homomorphisms and quotient groups, direct products, classification of finitely generated abelian groups, Sylow theorems. Rings, ideals and quotient rings, Euclidean rings, polynomial rings, unique factorization. | Prerequisites:(A grade of A- or better in MA-UY 2114 or a grade or B or better in MA-UY 2514) and (a grade of A- or better in MA-UY 1044 (formerly 3044) or MA-UY 3113 or a grade of B or better in MA-UY 3054). Additionally, it is suggested for students to have taken MA-UY 4614 or MA-UY 4644 as a prerequisite. Note: Cannot receive credit for both MA-UY 4044 and MA-UY 4054.
This honors section of Linear Algebra is intended for well-prepared students who have already developed some mathematical maturity. Its scope will include the usual Linear Algebra (MA-UY 3044) syllabus; however, this class will move faster, covering additional topics and going deeper. Vector spaces, linear dependence, basis and dimension, matrices, determinants, solving linear equations, eigenvalues and eigenvectors, quadratic forms, applications such as optimization or linear regression. Note: Not open to students who have already taken MA-UY 1044, MA-UY 1533, MA-UY 2034, or MA-UY 3113. | Prerequisites: A- or better in MA-UY 1024 or MA-UY 1324 or MA-UY 1022
Divisibility and prime numbers. Linear and quadratic congruences. The classical number-theoretic functions. Continued fractions. Diophantine equations. | Prerequisites: C or better in MA-UY 1124 or MA-UY 1424.
Formulation and analysis of mathematical models. Mathematical tools include dimensional analysis, optimization, simulation, probability, and elementary differential equations. Applications to biology, sports, economics, and other areas of science. The necessary mathematical and scientific background will be developed as needed. Students participate in formulating models as well as in analyzing them. | Prerequisites: A grade of C or better in (MA-UY 2114 or MA-UY 2514) and (MA-UY 2034 or MA-UY 1044 (formerly MA-UY 3044) or MA-UY 3054).
Logic, proofs, set theory, functions, relations, asymptotic notation, recurrences, modeling computation, graph theory. | Prerequisite: Math Diagnostic Exam or MA-UY 914 (minimum calculus level required) | Prerequisite for Shanghai students: MATH-SHU 131. Note: This course and CS-GY 6003 cannot both be taken for credit.
Systems of linear equations, Gaussian elimination, matrices, determinants, Cramer’s rule. Vectors, vector spaces, basis and dimension, linear transformations. Eigenvalues, eigenvectors, and quadratic forms. Restricted to Tandon math and CS majors and students with a permission code from the math department. Fulfills linear algebra requirement for the BS Math and BS CS degrees. Note: Not open to students who have already taken MA-UY 1533, MA-UY 2034, MA-UY 3113 or MA-UY 3054. | Prerequisite: A grade of C or better in MA-UY 1022 or MA-UY 1024 or MA-UY 1324 or MATH-UH 1012Q or MATH-UH 1013Q or MATH-SHU 121 or MATH-SHU 201
MA-UY 2034 is an introduction to ordinary differential equations and linear algebra. The course develops the techniques for the analytic and numeric solutions of ordinary differential equations (and systems) that are widely used in modern engineering and science. Linear algebra is used as a tool for solving systems of linear equations as well as for understanding the structure of solutions to linear (systems) of differential equations. Topics covered include the fundamental concepts of linear algebra such as Gaussian elimination, matrix theory, linear transformations, vector spaces, subspaces, basis, eigenvectors, eigenvalues and the diagonalization of matrices, as well as the techniques for the analytic and numeric solutions of ordinary differential equations (and systems) that commonly appear in modern engineering and science. | Prerequisite: MA-UY 1124 or MA-UY 1424. Note: Not open to students who have taken MA-UY 1044 or MA-UY 3054 or MA-UY 3083 or MA-UY 4204.
Vectors in the plane and space. Partial derivatives with applications, especially Lagrange multipliers. Double and triple integrals. Spherical and cylindrical coordinates. Surface and line integrals. Divergence, gradient, and curl. Theorems of Gauss and Stokes. | Prerequisite: MA-UY 1124 or MA-UY 1424. Anti-requisite: MA-UY 2514
This course examines the implications of ethical questions posed in works of poetry, drama, and fiction. Attention will be paid to historical context. This course satisfies HUSS elective requirements and 3000-level writing intensive requirements for all Poly majors. | Prerequisites: Completion of first year writing requirements
In this seminar/workshop, students read a wide range of poetic forms or structures and practice making poems, focusing on the reading and composition of poems as forms of design. | Prerequisites: Completion of first year writing requirements.
This online course examines how diverse authors of literature have approached and continue in critically evaluate developments in both science and technology. This course will introduce students to major works in the literary canon through the lens of scientific developments. The historical topics that we will address are the advent of the printing press, the Copernican revolution, Enlightenment thought, the impact of the Industrial Revolution, the rise of modern warfare, medical advances, and ultimately, the age of the Internet. In particular, we will study how writers portrayed the individual and society as well as examined social interactions in the scientific world. How did the introduction of literature of the “masses” ultimately transform plot, character development, and the objective of narrative fiction? Authors and works we will read include: Anonymous, Everyman, William Shaespeare’s Sonnets, Jonathan Swift’s Gulliver’s Travels, Voltaire’s Candide, Stephen Crane’s The Red Badge of Courage, Marcel Proust’s Swann’s Way, George Orwell’s 1984, and Donna Tartt’s The Secret History. | Prerequisites: EXPOS-UA 1 or EXPOS-UA 4
This course examines the implications of medicine, mental or physical illness, and death in works of poetry, drama and fiction. Some attention will be paid to historical context. This course satisfies HUSS elective requirements and HUSS writing-intensive requirements. | Prerequisites: Completion of first year writing requirements
The poems of John Ashbery and the art of Richard Serra confront the respective reader/viewer: find a methodology based upon the structural configuration of the poem and sculpture to enable a “reading” of the work. The works that will be addressed reject impressionistic, subjective commentary. The beauty of word or artifact is not applicable. Post-1900 non-referential sculptures and paintings will be juxtaposed with poems that disassociate themselves from narrative content, poems whose only subject matter is language configuration – even when there is apparent thematic material – poems of Robert Creeley, John Ashbery, Emily Dickinson, Robert Frost, Wallace Stevens, Amy Clampitt, Susan Howe, Michael Palmer, Clark Coolidge, and Louis Zukofsky. The poets so listed complement preoccupations of artists such as Mark di Suvero, David Smith, Richard Serra, Anthony Caro, Donald Judd, Carl Andre, Vito Acconci, Robert Smithson, and Marcel Duchamp. | Prerequisite(s): Completion of first year writing requirements
The course covers architecture and operation of embedded microprocessors; microprocessor assembly language programming; address decoding; interfacing to static and dynamic RAM; Serial I/O, Parallel I/O, analog I/O; interrupts and direct memory access; A/D and D/A converters; sensors; microcontrollers. Alternate-week laboratory. Objectives: to provide foundations of embedded systems design and analysis techniques; expose students to system level design; and teach integration of analog sensors with digital embedded microprocessors. | Prerequisites: CS-UY 2204 (C- or better) and EE-UY 2024 or EE-UY 2004 (C- or better). ABET competencies: a, c, d, e, g, j, k.
This course centers on linear system theory for analog and digital systems; linearity, causality and time invariance; impulse response, convolution and stability; the Laplace, z- transforms and applications to Linear Time Invariant (LTI) systems; frequency response, analog and digital filter design. Topics also include Fourier Series, Fourier Transforms and the sampling theorem. Weekly computer-laboratory projects use analysis- and design-computer packages. The course establishes foundations of linear systems theory needed in future courses; use of math packages to solve problems and simulate systems; and analog and digital filter design. | Prerequisites for Brooklyn Engineering Students: MA-UY 1044, MA-UY 2012/2132 or MA-UY 2034. | Prerequisites for Abu Dhabi Students: MATH-AD 116 and MATH-AD 121. | Prerequisites for Shanghai Students: MATH-SHU 124 and MATH-SHU 140. ABET competencies a, b, c, e, k.
This course focuses on circuit models and amplifier frequency response, op-amps, difference amplifier, voltage-to-current converter, slew rate, full-power bandwidth, common-mode rejection, frequency response of closed-loop amplifier, gain-bandwidth product rule, diodes, limiters, clamps and semiconductor physics. Other topics include Bipolar Junction Transistors; small-signal models, cut-off, saturation and active regions; common emitter, common base and emitter-follower amplifier configurations; Field-Effect Transistors (MOSFET and JFET); biasing; small-signal models; common-source and common gate amplifiers; and integrated circuit MOS amplifiers. The alternate-week laboratory experiments on OP-AMP applications, BJT biasing, large signal operation and FET characteristics. The course studies design and analysis of operational amplifiers; small-signal bipolar junction transistor and field-effect transistor amplifiers; diode circuits; differential pair amplifiers and semiconductor device- physics fundamentals. | Prerequisites for Brooklyn Engineering Students: EE-UY 2024 or EE-UY 2004 (C- or better) and PH-UY 2023 | Prerequisites for Abu Dhabi Students: ENGR-AD 214 and SCIEN-AD 110. | Prerequisites for Shanghai Students: EENG-SHU 251 (C- or better) and PHYS-SHU 93 or CCSC-SHU 51. ABET competencies a, b, c, e, k.
Fundamentals of Circuits includes circuit modeling and analysis techniques for AC, DC and transient responses. Independent and dependent sources, resistors, inductors and capacitors are modeled. Analysis techniques include Kirchhoff’s current and voltage laws, current and voltage division. Thevenin and Norton theorems, nodal and mesh analysis, and superposition. Natural and forced responses for RLC circuits, sinusoidal steady-state response and complex voltage and current (phasors) are analyzed. Alternate-week laboratory. A minimum of C- is required for students majoring in EE. Objective: fundamental knowledge of DC and AC circuit analysis. | Co-requisites for Brooklyn Engineering Students: (MA-UY 1044 or MA-UY 2034) and PH-UY 2023 | Prerequisites for Abu Dhabi Students: SCIEN-AD 110, MATH-AD 116, and MATH-AD 121. ABET competencies a, c, e, k.
The course covers bandpass signal representation and quadrature receivers; noise in communication systems; Digital Modulation Schemes, coherent and noncoherent receivers; coding fundamentals, block and convolutional codes; higher-order modulation schemes, QAM, M-PSK; intersymbol interference and equalization techniques; and carrier and symbol synchronization. Alternate-week computer laboratory projects analyze and design computer packages. The course teaches principles of various modulation and coding techniques and their relative effectiveness under transmission-environments constraints and uses math packages to analyze and simulate communication systems. | Prerequisites for Brooklyn Engineering Students: ECE-UY 3054 (C- or better); computer engineering students may register with instructor’s approval. Co-requisite: ECE-UY 2233 (Note: Abu Dhabi students may waive ECE-UY 2233 co-requisite if they have successfully completed ENGR-AD 195 as a prerequisite) | Prerequisite for Shanghai Students: EENG-SHU 2054 (C- or better) and co-requisite of MA-UY 3012 or ECE-UY 2223. ABET competencies a, c, e, k.
Electromagnetic wave propagation in free space and in dielectrics, starting from a consideration of distributed inductance and capacitance on transmission lines. Electromagnetic plane waves are obtained as a special case. Reflection and transmission at discontinuities are discussed for pulsed sources, while impedance transformation and matching are presented for harmonic time dependence. Snell’s law and the reflection and transmission coefficients at dielectric interfaces are derived for obliquely propagation plane waves. Guiding of waves by dielectrics and by metal waveguides is demonstrated. Alternate-week laboratory. Objectives: Establish foundations of electromagnetic wave theory applicable to antennas, transmissions lines and materials; increase appreciation for properties of materials through physical experiments. | Prerequisites for Brooklyn Engineering Students: EE-UY 2024 or EE-UY 2004 (C- or better). | Prerequisites for Abu Dhabi Students: ENGR-AD 214. | Prerequisites for Shanghai Students: EENG-SHU 251 (C- or better). ABET competencies: a, b, c, e, k.
The course concentrates on differential and multistage amplifier, current mirrors, current sources, active loads; frequency response of MOSFET, JFET and BJT amplifiers: Bode plots; feedback amplifiers, gain-bandwidth rule and feedback effect on frequency response; Class A, B and AB output stages; op-amp analog integrated circuits; piecewise-linear transient response; determination of state of transistors; wave-shaping circuits; MOS and bipolar digital design: noise margin, fan-out, propagation delay; CMOS, TTL, ECL; and an alternate week laboratory. The course studies design and analysis of analog integrated circuits, frequency response of amplifiers, feedback amplifiers, TTL and CMOS digital integrated circuits. | Prerequisite for Brooklyn Engineering Students: EE-UY 3114. | Prerequisite for Shanghai Students: EENG-SHU 322. ABET competencies a, c, e, g, k.
This course offers a solid grounding in the basic issues and techniques of parallel and distributed computing. The material covers the spectrum from theoretical models of parallel and distributed systems to actual programming assignments. | Prerequisite: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and CS-UY 3224.
This course introduces problem solving and computer programming and is for undergraduate Computer Science and Computer Engineering majors who have limited prior experience in programming in any language. The course covers fundamentals of computer programming and its underlying principles using the Python programming language. Concepts and methods introduced in the course are illustrated by examples from various disciplines. ABET competencies: a,b,c, e, f, g, k | Corequisite: EX-UY 1; Anti-requisite: CS-UY 1113
This course covers combinational and sequential digital circuits. Topics: Introduction to digital systems. Number systems and binary arithmetic. Switching algebra and logic design. Error detection and correction. Combinational integrated circuits, including adders. Timing hazards. Sequential circuits, flipflops, state diagrams and synchronous machine synthesis. Programmable Logic Devices, PLA, PAL and FPGA. Finite-state machine design. Memory elements. A grade of C or better is required of undergraduate computer-engineering majors. | Prerequisite for Brooklyn Students: CS-UY 1114 (C- or better) or CS-UY 1133 (C- or better) | Prerequisite for Abu Dhabi Students: CS-UH 1001 (C- or better) or ENGR-UH 1000 (C- or better) | Prerequisite for Shanghai Students: CSCI-SHU 101 (C- or better)
This course covers a top-down approach to computer design. Topics: Computer architecture, introduction to assembly language programming and machine language set design. Computer organization, logical modules; CPU, memory and I/O units. Instruction cycles, the datapath and control unit. Hardwiring and microprogramming. The memory subsystem and timing. I/O interface, interrupts, programmed I/O and DMA. Introduction to pipelining and memory hierarchies. Fundamentals of computer networks. | Prerequisite for Brooklyn Engineering Students: CS-UY 2204 (C- or better) for computer engineering majors; (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and MA-UY 2314 for computer science majors. Students who are neither computer engineering majors nor computer science majors must take either CS-UY 2204 (C- or better) OR (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and MA-UY 2314.| Prerequisite for Abu Dhabi Students: ENGR-AD 121. | Prerequisites for Shanghai Students: CSCI-SHU 2314 and CSCI-SHU 210 (C- or better) or CENG-SHU 201. ABET competencies: a, c, e.
This course covers abstract data types and the implementation and use of standard data structures along with fundamental algorithms and the basics of algorithm analysis. Not open to students who have taken CS-UY 2134. | Prerequisite for Brooklyn Students: CS-UY 1114 or CS-UY 1121 (C- or better) | Prerequisite for Abu Dhabi Students: CS-UH 1001 or ENGR-UH 1000 | Prerequisite for Shanghai Students: CSCI-SHU 101 | Corequisite for all Students: EX-UY 1
This intermediate-level programming course teaches object-oriented programming in C . Topics: Pointers, dynamic memory allocation and recursion. Classes and objects including constructors, destructors, methods (member functions) and data members. Access and the interface to relationships of classes including composition, association and inheritance. Polymorphism through function overloading operators. Inheritance and templates. Use of the standard template library containers and algorithms. | Prerequisite: CS-UY 1134 (C- or better); Corequisite: EX-UY 1
This course studies the fundamental concepts and principles of operating systems. Batch, spooling and multiprogramming systems are introduced. The parts of an operating system are described in terms of their functions, structure and implementation. Basic policies for allocating resources are discussed. | Prerequisites for Brooklyn Students: CS-UY 2214 AND (CS-UY 2134 or CS-UY 1134) AND (CS-UY 2124 or CS-UY 1124) (C- or better). | Prerequisite for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) AND (CS-UH 2010 or ENGR-UH 3511) | Prerequisites for Shanghai Students: CSCI-SHU 210 (C- or better) AND CENG-SHU 202
This course surveys modern biochemistry and emphasizes current areas of research. Also covered are structure-function relationships in proteins; enzymes and their mechanisms of action; bioenergetics principles and energy production; and biochemical theories and techniques. | Prerequisites: CM-UY 2213 or CM-UY 2214 or CM-UY 2234 or instructor’s permission.
The course covers the genetics of bacteria, viruses and high organisms. Emphasis is on both the genetic and biochemical analyses of gene replication, heredity, mutation, recombination and gene expression. Included are comparisons of prokaryotic and eukaryotic genetics and regulation. Laboratory techniques are used to study genetic phenomena in prokaryotes, eukaryotes and viruses. The course emphasizes modern approaches to genetic research. A lab fee is required. | Prerequisite: BMS-UY 1004. Co-requisite: CM-UY 2213 or CM-UY 2214.
Geographic Information Systems are computer systems for the storage, retrieval, analysis, and display of geographic data, that is data about features and phenomena on the surface of the earth. This course will introduce the students to GIS through hands-on computer exercises, as well as readings and lectures about cartography, tools, data, and the social impacts of GIS. GIS projects start with data and move through analysis to cartographic display. Pedagogically, we will be starting at the end moving backward to data and analysis. | Note: This course cannot be used to satisfy Humanities/Social Science requirements for majors outside of the TCS department. | Prerequisite: EXPOS-UA 1 or EXPOS-UA 4
This course addresses the basic processes, as studied by the physical, biological sciences, and behavioral that determine the nature of the physical environment and how it affects life on earth. Topics include the physical environment (Lithosphere, Hydrosphere, Atmosphere, climate); the biological environment (biological systems, biodiversity, population dynamics, ecology) and modern environmental problems, including resource shortages (such as water and energy), diseases, soil, water and air pollution, climate change and their relationship to political and economic issues. Note: This course cannot be used to satisfy Humanities/Social Science requirements for majors outside of the TCS department. | Prerequisites: Completion of first year writing requirements.
This course covers chemical thermodynamics with applications to solutions, phase and chemical equilibria. Molecular motion and transport properties are also covered. | Prerequisites: CM-UY 1004 or CM-UY 1024 and MA-UY 1124 or MA-UY 1154 and PH-UY 1013.
This is a one-semester introductory course in general chemistry. It covers chemical equations, stoichiometry, thermodynamics, gases, atomic and molecular structure, periodic table, chemical bonding, states of matter, chemical equilibrium, organic, inorganic and polymeric materials and electrochemistry. | Corequisite: EX-UY 1
This course covers states of matter, chemical thermodynamics and equilibria, kinetics, acid-base chemistry, electrochemistry, introduction to organic chemistry, natural and synthetic polymers. The course is required for students in the Biomolecular Science Program. | Prerequisite: CM-UY 1004 or CM-UY 1014. Corequisite: EX-UY 1.
This course continues Biochemistry I. It covers principles of intermediary metabolism: energetic membrane structure and transport; structure and function of DNA and RNA; principles of molecular biology; the immune system; and hormonal regulation and cancer. | Prerequisite: CM-UY 3314 or instructor’s permission.
A beginning production course in which students learn the basic principles of animation, develop visual language, storytelling, observation, and communication skills. A freshman core production selection, but open to students at all levels. It is the prerequisite for several of the other animation and visual effects courses. Prior drawing experience is not necessary. The first half of the semester consists of weekly exercises in which students explore various styles and methods of animation including optical toys, stop motion, traditional drawn, and 2D digital animation. Students will be introduced to programs including Dragon Stop Motion, After Effects, Avid, Flash, and Photoshop. Various technical topics covered include aspect ratio, frame rates, storyboarding, editing animatics, scanning, working with image sequences, alpha channels, vector vs. raster art, compositing, rendering, using a Cintiq, and shooting stills with DSLR camera. During the second half of the semester students will complete a 15-30 second animated film with sound.
This class examines the intersecting dynamics of media genres and geo-linguistic cultural markets in the configuration of global and regional media flows. It looks in particular at the way media genres travel and how their circulation raises issues about the cultural power of certain media narratives in specific historical, political and social conditions of consumption. We will examine the battle for national, regional, and global media markets as a struggle for the ’Slegitimate’ cultural and political view of the world expressed through information (news), scientific discourse (documentaries), and popular culture (films, tele novels, reality television, music) to understand the complex global flow of television programs and films.
Prerequisite: Photography & Imaging II, or permission of the department. This course considers the creative possibilities of a variety of documentary strategies. The editing of images, their structuring into an essay form, the interpretation of their various meanings, and the impact of the documentary essay on the world are all discussed. Students are assigned a range of problems that explore visual description and interpretation ranging from the photojournalistic to the autobiographical. In addition each student devotes a significant amount of time to producing a single-subject documentary project. Classes are lecture-demonstration with critiques of student work and regular presentations of documentary photographs made throughout history, in different cultures and for different reasons, including the personal and the societal. Each student must have a still camera or a video camera. This course requires a nonrefundable lab fee.
Intro to Visual Communication builds a foundation for visual literacy and visual design thinking. The class focuses on the fundamentals of visual communication – line, color, composition, typography – as well as their application in a variety of contexts. You may or may not end up being a visual designer or artist, but all kinds of game design and development involves visual thinking. The philosophy of the class is learning by doing. Each week, in class and out of class, you will be creating visual projects on and off the computer. Sometimes you will be drawing in a sketchbook or making paper collages. Other times you will be using visual design software, such as Illustrator and Photoshop. The goal of the course is to connect the visual exercises to skills and issues related to directly to games. Sometimes we will be working on fundamental skills. Other times, we will be applying those skills to game-related problems.
With platforms like Steam and Itch.io making independent games more accessible to the public, we’re starting to see a movement toward physical installations of indie games as well. The New Arcade pays tribute to arcade cabinet designs of the 80’s and 90’s, but infuses them with new interfaces and digitally fabricated components. In this class, students will learn how to use the Unity game engine to design a simple arcade game. They’ll learn about aspects that separate an arcade game from other types of games, and interface their game with different kinds of hardware using microcontrollers. In the second half of the class, students will use Fusion360 to construct a new arcade experience using digital fabrication tools like laser cutters, and CNC machines. The class will culminate in a physical installation that showcases their game in a public gallery. Prerequisites: Physical Computing About Mark Kleback: https://wonderville.nyc
This class is an intensive, hands-on workshop addressing the complex challenges of game design. The premise of the class is that all games, digital and non-digital, share common fundamental principles, and that under- standing these principles is an essential part of designing successful games. Learning how to create successful non-digital games provides a solid foundation for the development of digital games. In this workshop, students will: analyze existing digital and non-digital games, taking them apart to understand how they work as interactive systems; create a number of non-digital games in order to master the basic design principles that apply to all games regardless of format; critique each other’s work, developing communication skills necessary for thriving in a collaborative field; explore the creative possibilities of this emerging field from formal, social, and cultural perspectives; develop techniques for fast-prototyping and iterative design that can be successfully applied to all types of interactive projects.
This class is an overview of the field of games that approaches them from several theoretical and critical perspectives. No special theoretical background or prior training is needed to take the course, but to have had a broad practical experience with and basic knowledge of games is a distinct advantage. Also, an interest in theoretical and analytical issues will help. You are expected to actively participate in the lectures, which are dialogic in form, with ample room for discussion. The course will prepare the student to: Understand and discuss games from a theoretical perspective, as well as the components of a game; Apply new theories and evaluate them critically; Assess and discuss game concepts and the use of games in various contexts; Analyze games, and understand and apply a range of analytical methods.
Performance Studies — An Introduction explores the wide world of performance – from theatre, dance, and music to ritual, play, political campaigns, social media, and the performances of everyday life. Performance studies also ranges across cultures — Asia, Africa, the Caribbean, Europe, the Americas. And it spans historical periods from the art of the paleolithic caves to YouTube and the avant-garde. This course is devised by Richard Schechner, one of the pioneers of performance studies, in dialogue with more than a dozen expert scholars and artists. Performance Studies — An Introduction puts students in dialogue with the most important ideas, approaches, theories, and questions of this dynamic, new academic field. Performance Studies — An Introduction is a “flipped” course: students will read and watch lessons online, blog about the material, and participate in a weekly interactive seminar guided by Professor Erin B. Mee — a theatre director and scholar — who has worked with Schechner for years.
This interdisciplinary course examines the works of Marx, Nietzsche, and Freud, three German-speaking writers who pioneered radically different and influential interpretations of modern life, which continue to shape our contemporary understanding of society and individuality. The seminar not only delves into the origins of these prominent traditions of modern Western thought, but also underscores their relevance in modern social theories and poetics. Hence, the course will also include references to the writings of their contemporaries, as well as explications of the direct and indirect influences of Marx, Nietzsche, and Freud on other writers.
This course introduces students to the central themes, issues, & controversies in American education. What is the purpose of “school”? How did schools begin, in the United States, & how have they evolved across time? How do children learn? How are they different from each other, & why & when should that matter? How should we teach them? & how should we structure schools & classrooms to promote learning? Liberal Arts Core/CORE Equivalent – satisfies the requirement for Society & Social Sciences for Steinhardt students.
This course introduces students to the complex relationship between interactivity and storytelling. Students analyze how an interactive structure creates narrative. Works explored in this course range from nonlinear novels, experimental literature, audio narratives, theater/performance to film as narrative databases and games. The study of the structural properties of narratives that experiment with digression, multiple points of view, disruptions of time, space, and storyline is complemented by theoretical texts about authorship/readership, plot/story, and characteristics of interactive media. | Prerequisite: EXPOS-UA 2, EXPOS-UA 9, EXPOS-UA 22, ASPP-UT 2 or WRCI-UF 102. Note: Satisfies HuSS elective.
In this class students will learn math tools to boost their digital practice, fix common problems, and understand the math behind our human perception of the physical world. This course spans different branches of math including geometry, linear algebra, logarithmic thinking, and statistics as they relate to a programmer making digital art with our contemporary media ecosystem. The aim of this course isn’t to become calculators, rather strengthen our intuition through historical and ethnomathematics perspectives and foster a new relationship to math. The prerequisites to this class are basic arithmetic skills and an introduction to programming. We will create applications using free and open-source software, including Python and p5.js.
This course will focus on researching, designing, and defining Intangible Interactions together, and unveiling artistic potential in it. Intangible interactions are those that we engage in without involving direct physical contact. Some examples would be automatic toilets, shopping carts that stop rolling outside the shop, contactless thermometers, gesture-based interactions, theremin, artwork activated by your presence, and mid-air haptic experiences. Intangible interfaces don’t have a tangible form that explicitly instructs us how to interact with them, and these interactions utilize other forms of feedback than those we feel through touch. Hence, Intangible Interactions tend to be more nuanced rather than direct, and the system is intricately designed to read your intentions using sensors. While technologies used for intangible interaction–such as computer vision and sensors are now more available and accessible, knowledge around the design and implementation of effective intangible interactions is a much less explored subject. We will explore practical, artistic, and whimsical applications of intangible interaction and look at the ways it can enhance human-computer interactions in our everyday lives. For example, it can allow new ways to interact with educational exhibits, artifacts, and artworks. We will explore intangibility as a poetic medium that can open up possibilities for creating work that challenges human senses and perception. We will discuss what are cultural and social implications that we need to consider in designing intangible interactions—what does it mean for an interaction to be “intuitive” and what are some of the assumptions that are embedded into designs that we need to challenge? You will also be introduced to working with sound frequencies that are outside the hearable spectrum to create mid-air haptic feedback. Technical topics that will be discussed in the class include: non touch-based sensors including optical sensors; proximity sensing; presence detection; optimizing sensor readings on Arduino; extending capability of sensors with light pipes and lenses; body tracking with cameras; signals outside visible spectrums; environmental sensing; mid-air haptic. Assignments will include relatively small-scale production assignments, labs, thinking, ideating, and reading. For the final project, you will be prompted to conceptualize a project that is larger than a classroom scope. You will respond to a call-for-projects with a proposal along with a solid prototype for the project so you have fully fleshed materials to apply to resources such as grants and other opportunities in the near future. I want you to think big and equip yourself with practical and essential skills to build a sustainable art or design practice! A proposal writing workshop and structured peer reviews will be provided to support this process. Tags: intangible, interaction, artistic, poetic, physical, sensors, physicalcomputing, haptic, hci, research, art, design, environment, playful, fun, proposalwriting
Tangible interfaces are interfaces that you touch. You control them with your hands, feet, and other body parts. Their shape, feel, and arrangement provide feedback. This is where interaction design meets industrial design. In this class, you’ll design, program, and build devices with tangible controls in order to better understand how humans understand and control technical systems through our sense of touch. We’ll discuss physical interaction concepts such as expressive interfaces and utilitarian ones, real-time control vs. delayed control, and implicit vs. explicit interactions. You’ll learn programming and electronic techniques to sense state change, thresholds, peaks, and other signs of user action. You’ll also learn how to design, shop for, and construct housings for the devices you build. On the electronics side, the primary tools will be the microcontroller and common tangible controls: pushbuttons, switches, rotary encoders, rotary and slide potentiometers, force sensors and touch sensors. The class will also cover on-device feedback through LEDs, speakers, and force-feedback actuators. On the fabrication side, you’ll work with the tools of the shop and XXX CAD program. You’ll design and build four projects in the course of the semester. Projects will be designed (and parts specified). Projects will build on the skills learned in Intro to Physical Computing and Intro to Fabrication. Prerequisites: Intro to Physical Computing and Intro to Computational Media, or a working knowledge of microcontroller programming in Arduino; Intro to Fabrication or basic knowledge of laser cutter.
There is a substantial gap between what AR/VR is capable of today and the future that enthusiasts envision. The hardware is progressing, yet there are lack of design tools and methodologies. Effective augmented and virtual reality games and experience require good storytelling, animation, production and solid graphics. Students will learn a myriad of processes including spatial interface design, volumetric capture, working with spatial audio, porting animations and game programming. This course presumes no prior knowledge and is intended to jump start a career in AR/VR development and interaction design. The goal is to have relevant portfolio projects for entering industry. Students will create content in Unity 3D to agnostically deploy on headsets, mobile phones or tablets. Students will have access to a wide range of available hardware. In the beginning of the course, students will learn to implement the most important AR/VR interaction concepts – concepts such as selection, manipulation, travel, wayfinding, menus and inputting text in Unity3D. In the latter part of the course, students will implement prototypes that will be periodically critiqued by experts at Oculus, Magic Leap, Google, and other top companies. *You do not need to be a programmer. This is intended for students interested in 3D art, interaction design, sound design and game development. All are important for immersive development*
Inspired by the Japanese art of Chindōgu, this class will introduce a playful and whimsical approach to learn industrial design. In this 14-week studio format class, students will develop gadgets, inventions, and electronic devices that present absurd solutions to problems, while learning concepts and techniques of design ideation, prototyping, model making, CMF (color, material, and finishes), and manufacturing. This is a production heavy four-credit course, where students will learn about industrial design and tangible interactions. Prerequisite: Intro to Phys. Comp. (ITPG-GT 2301)
This class will introduce the basic skills and resources required to pursue a career as an artist. Students will learn the day to day tasks of working artists, such as writing critically about their own work, drafting grant proposals, and planning the business administration of their studios. They will also learn how to balance commercial and experimental projects, collaboration and community work, and teaching and studio practice. They will engage in the critical text about ethical dilemmas of working with art institutions, corporations and academia. By the end of class, students will write a personal statement, update an art portfolio, and apply for an artist residency. While the class will focus on contemporary art and artists, students who are interested in other disciplines may benefit from learning about entrepreneurship, authorship and cultural industry.
In this course, we’ll investigate two closely related ideas: public data and data publics. We’ll learn how to access and represent data from an assortment of existing public data sources, how to liberate currently obfuscated data sets, and how to create our own useful/whimsical/critical APIs from scratch. We’ll also investigate the act of putting data into public space – through sculpture, projections, performance, and participatory interventions. Particular attention will be paid to methods which bring data back to communities from which it was collected, and to tactics which build grassroots literacies, respect local ways of knowing and reinforce capabilities for stewardship and sovereignty.
Art, design and experimental electronics can be great tools for inciting discussions of complex issues such as privacy, sexism, racism, economic inequality and climate change. This course aims to provoke thoughtful discussions of pressing issues through the combination of Art, Industrial Design and Embedded Electronics (sensors, actuators, wifi enabled microcontrollers – ESP32, raspberry pis). Topics will include technological disobedience, adversarial design and critical engineering. In this 14 week class, students will combine technology, design, and critical theory to build Art Objects / Interactive Sculptures that are aesthetically intriguing while socially relevant. This is a production heavy four-credit course, where students will learn about new-media critical theory, design and electronics. Prerequisites include an open mind, the drive to make, and physical computing.
Is augmented reality technology about to enter the mainstream? AR platforms have finally become widely accessible to artists, designers, and technologists thanks to recent advances in mobile performance and a new collection of powerful computer vision techniques. As such, the medium offers rich possibilities for experimentation and a chance to rethink how we experience the intersection of the physical and digital. In this course, students will acquire an understanding of basic concepts and techniques necessary to prototype and build simple AR experiences – with a consideration of not just visual but also aural AR. We’ll supplement practical exercises with an overview of the history of AR, and discuss the ethical, legal, and societal considerations cropping up around this topic. Our tool of choice will be Unity, but we will go over prototyping techniques outside of the platform to speed up the design process. If there is interest, we will cover how to get started building projects in openFrameworks, mobile, or web AR – and discuss why or when you might want to work within other platforms. Even though code samples will be provided, students are highly encouraged to have a basic understanding of Unity or at least have taken an introductory programming course. A working knowledge of Unity can be gained through Unity tutorials (https://unity3d.com/learn/tutorials) or Lynda (https://www.nyu.edu/lynda).
This class is a project development studio for interactive music projects —that is, pieces of music that are not linear, but rather offer multiple dimensions for listeners to explore (on their phones in a crowded subway, at an abandoned factory in Palermo, back on their couches after a long day, at a classical concert hall). Students will take a project from concept to execution over several iterations, applying Interaction Design principles and techniques. During the first half of the semester, they will gather aural and visual references, compose graphic notations, and create interactive studies to explore specific elements of their composition. This work will lead to the implementation of the midterm project: a functional, high-fidelity prototype. For their final projects, students will evaluate their midterm pieces from the perspectives of music, visual design and interaction design, and refine them to produce an expressive piece of interactive music. ICM or equivalent experience is required. Some experience in making or producing music will be useful, but is not required.
Forget the screen. People want to be part of the action. They don’t want to watch detectives and control superhero avatars. They want to solve the mystery and be the hero. They want to experience it. We see this craving for playful experience in everything from immersive theater to escape rooms to the Tough Mudder to gamified vacation packages. Designing live experiences for large audiences that demand agency offers a distinct set of challenges, from how much choice you give each participant to how many people you can through the experience. We’ll look at examples from pervasive games to amusement parks to immersive theater, examining both the design choices and technology that make the experiences possible. Along the way we’ll create large, playful experiences that put the participant at the center of the action.
he course title, “Veillance” is a reference to the root of “surveillance” and “sousveillance”, watching from above and watching from below respectively. As digital media becomes a greater part of our everyday lives, it is important to understand the new forms of surveillance that it enables as well as to harness these capabilities and perhaps to create systems of sousveillance. Through the course, we’ll critically examine technologies that have become integral part of our lives; the technologies that drive the internet, the capabilities of web browsers, mobile phones, and the emerging class of networked devices such as IP cameras and Amazon’s Alexa and Google Home. Through the course of this examination, we’ll look at how this technology works, the policies that govern their use, what their benefits are, and finally look at what we are giving up by embracing them. This will be a hands-on endeavor; we’ll develop software to illustrate their use and misuse as well as looking for ways that we can harness their “veillance” capabilities for creative, educational, and possibly subversive purposes. Of course, in this process, we’ll pay particular attention to ethical and moral concerns. The course will have weekly reading and technical assignments, encompasses group work, and will culminate final projects.
With emerging research and development with soft circuit technologies and its integration into textile and clothing design, the garment as a reactive interface opens up new possibilities in engendering self-expressions, sensory experiences and more. This 14-week class is to introduce students to this realm by creating connections between hardware engineering and textile crafting. The class is for students with basic physical computing knowledge to explore the possibility of wearables, and arouse discussion about the potential in re-imagining our relationship with personal devices, textiles and garment design as an interactive media.
This course re-conceives interactive media as a form of choreographic intervention. Instead of asking how moving bodies can control media, we will ask how interactive systems can influence movement. How do you make someone feel soft inside? How do you shake an entire room? How do you orchestrate duets between strangers? To accomplish this, the class facilitates a semester-long collaboration between ITP students and dancers from the Barnard/Columbia Dance Department. Choreographers will learn to apply computational thinking to choreography and creative coders will learn to apply choreographic thinking to computation. To whatever extent possible, we will attempt to embody code. Using computer vision and visual media, we will look at directing both how people move (quality of movement) as well as where they move (pathways and spatial relationships). We will evaluate the strengths and weaknesses of the various sensing technologies available to us today. How wide is the gulf between what we can see and feel (strength, hardness, contortion) and what a computer can see and interpret (locations, contours, velocity, acceleration)? Class time will be split between movement exercises, playing with examples and deconstructing code. The class will culminate in a final showing of student work. All classes will take place at NYU with a separate weekly technical lab for ITP students.
Rules of play shape competitive games from checkers to football. But how do rules of interaction shape everyday life? And what happens when there are no established conventions and the rules are being made up as we go along as they have been for the past 6 months of living almost exclusively online? In this course, we will explore, code and test design strategies for playful, serious and bizarre group interactions while at the same time interrogating both what it means to play and how individual identities and group behaviors emerge. (The interactions we create in this class will be designed specifically for synchronous, in-person, embodied experiences.) Some of the questions we will ask and attempt to answer: What motivates participation? What hinders it? When does participation become oppressive? What’s the difference between self-consciousness and self-awareness? Who has power? Who doesn’t? Are leaders necessary? What’s the difference between taking turns and engaging in conversation? What happens when the slowest person sets the pace? And most importantly, what happens when there are no rules? Interaction inputs we will play with will include: mouse, keyboard, mobile device sensors, and microphone. Outputs can include visuals, text and sound. We will use p5, websockets and node.js for real-time interaction. Class time will be split between group improvisation exercises, playing with and critiquing examples and translating design strategies into code and logic.
For better or worse humanity is heading down the virtual rabbit hole. We’re trading an increasingly hostile natural environment for a socially networked and commercially driven artificial one. Whether it’s the bedrooms of YouTube streaming stars, the augmented Pokestops of Pokemon Go, the breakout rooms of a Zoom meeting, or even the “airspace” of Airbnb; we are witnessing a dramatic transformation of what occupying space means. The socially distanced measures as a result of the COVID-19 pandemic have only accelerated this societal embrace of the virtual. So where are these dramatic spatial paradigm shifts occurring? Who owns and occupies these spaces? Who are the architects and what historical and ethical foundations are they working from? What world do they want to build for humanity and where does the creative individual fit into it? Will it be a walled garden, a role-playing adventure or a tool for creating more worlds? The course will ask students to embrace the role of virtual architect, not in the traditional brick-and-mortar sense of constructing shelter, but in terms of the engagement with the raw concept of space. However this virtual space must be considered and evaluated as a “site,” that is activated and occupied by real people and all the limitations of physical space that they bring with them from the real world. This is the foundation of synthetic architecture; simulated space met with biological perception. This conceptual architecture is free from the confines of physics but host to a whole new set of questions: How do we embrace the human factors of a dimensionless environment? How do we make or encourage meaningful interactions within the limits of current technology? New models of interaction must inform and shape the architecture of virtual space – what does that look like? How can architecture and aesthetics inform the creation of virtual environments and immersive narratives? How do we acutely consider the psychological and social impacts of the worlds we design and what is the metaphorical ground plane to make sense of this virtual world, unbound by physics? About Jonathan Turner: http://www.jonathanwilliamturner.com/about/
One of the most transformative consumer products in history, the iPhone remains the standard bearer for great design and user experience. With the latest version of iOS and the introduction of the iPhone X, Apple puts depth sensing and augmented reality in our pockets. How do we take advantage of this incredible platform to produce our own compelling experiences? This course will be a hands-on workshop where we explore the world beyond generic apps and push the boundaries of what’s possible on iOS hardware. We will cover both the design and technical elements that pertain to end-to-end mobile app development. Topics will include augmented reality, the Internet of Things, new interfaces for musical expression, voice interaction, wearables, and others… While the class will involve iOS programming instruction, the instructors will help facilitate coding using an established code base to ensure technical skills are not a bottleneck to implementation. Students should expect to spend additional time outside of class learning Swift and other related programming concepts. Full-time access to an iOS device and a Mac laptop running the latest operating systems are required. As part of the design process, we’ll host workshops and guest critiques with designers from top studios around New York City. At the end of the class, students will have a working app to add to their portfolios and a strong basis for future mobile application work.
We use light in all aspects of our lives, yet we seldom notice it. Most of the time, that’s no accident. Lighting in everyday life, well-designed, doesn’t call attention to itself. Instead it draws focus to the subjects and activities which it supports. In this class, you’ll learn how lighting is used for utilitarian, expressive, and informational purposes. We’ll consider the intersection of lighting design and interaction design, paying attention to how people interact with light. We’ll practice both analyzing lighting and describing its effects, in order to use it more effectively. On the technical side, you’ll learn the basics of the physics of light, its transmission and perception. We’ll talk about sources of light, both current and historical. We’ll work with computerized control systems for lighting and modern light sources, and we’ll create a number of lighting designs for different purposes. You’ll get practice building AC and DC electronic circuits, programming microcontrollers for physical interaction, and learning digital communications protocols such as DMX512 and HTTP and REST. Projects in this class will range from indicator lighting on devices to task and wayfinding lighting in everyday environments to stage and environmental lighting. We won’t spend time on projection or light used for purely expressive purposes, but will look at how to put light to work instead. We’ll focus our attention on lighting the subject at hand, whether that subject is a person, a living environment, or a workspace. This class will be production-intensive throughout the course of the spring semester. Second-year students will not be able to combine the assignments in this class with their thesis projects, though some of the skills may be complementary.
Because the full potential of the emerging field of soft systems is unrealized, there are countless opportunities for curious innovators to discover or develop novel soft systems. Soft robotic skills and techniques also open up a world of possibilities for large scale or surprising artwork. This course teaches hands-on fabrication techniques for constructing simple pneumatic actuators from cast silicone and heat-sealed mylar, and challenges participants to design and build their own. Lectures and discussion center on concepts from soft innovation history, the current state-of-the-art, and sister disciplines of bio-inspired and hybrid (soft/hard) robotics. Consideration of both brand new soft materials, from a class visit to Material ConneXion library, and everyday overlooked soft mechanisms, found in average retail stores, will require participants to look at softness through a new lens. Final projects will be the development of an original soft/flexible/hybrid research or artistic concept presented with context, material swatches with justifications for choices, and physical or modeled proof-of-concept. About Kari Love: http://www.karimakes.com
According to anthropologists Filip de Boeck and René Devisch, divination “constitutes a space in which cognitive structures are transformed and new relations are generated in and between the human body, the social body and the cosmos.” In this class, students will learn the history of divination, engage in the practice of divination, and speculate on what forms divination might take in a world where the human body, the social body, and even the cosmos(!) are digitally mediated. Starting with an understanding of ritual and folk culture, we will track the history of fortune-telling from the casting of lots to computer-generated randomness to the contemporary revival of Tarot; from reading entrails to astrology to data science; from glossolalia to surrealist writing practices to the “ghost in the machine” of artificial intelligence. Weekly readings and assignments culminate in a final project.
Subtractive fabrication is a common manufacturing process that produces durable and functional objects. This class will cover multiple techniques on machining and milling raw material into custom parts. We will focus on both traditional and digital fabrication tools: lathe, CNC router, 4 axis mill, etc. We will cover CAD, CAM, and machine setups as well as research affordable desktop milling solutions for personal shops. The class will be hands on and fabrication heavy, paying close attention to precision, accuracy, and craftsmanship. There will be weekly fabrication exercises, a midterm, and a final project. It’s mill-er time.
Hardware is not hard, and rapidly prototyping circuit boards is easier than ever with new tools available at ITP. Students will learn how to grow from a breadboard to a custom surface mount board, all without leaving the floor. This class is about artists and designers taking control of their hardware, and exploring the potential of embedding their projects into the world around them. Students will learn the multitude of tools and processes required to make a DIY circuit board. These include Eagle CAD, micro-milling machines, drawing schematics, ordering parts, surface-mount components, acid etching, solder paste and stenciling, reflow, pick-and-place, and others. In-class demonstrations will be done for each of the above, and students will complete assignments using online reference notes and videos. Two smaller projects and one final project will be assigned (3 total), each a circuit of the student’s’ choosing. These three assignments will be designed to work off the most recently taught subjects, and to get the students to fail early. It’s a lot of new material to be learning across multiple domains, so the students will need the entire semester to iterate.
Exhibition design is the art of marrying experience and information. The best do so seamlessly; the very best surprise and delight you along the way. In this class you will explore the craft of interactive exhibition design through practice. Working in small groups, you will select an NYU researcher whose work is of interest to you and create an interactive experience that presents this research to a broader, public audience. In the process, you will learn to interrogate content and form, audience and environment, medium and message to create a meaningful and playful exhibit experience.
The World Wide Web no longer stops at the edge of your screen. When it comes to products, if it powers up, it talks to another device. This class provides an overview of methods for connecting the physical world to web-based applications. We’ll consider what the emerging interaction patterns are, if any, and we’ll develop some of our own as needed. This class can be seen as a narrower and more interaction design-based complement to Understanding Networks. The latter class provides a broader overview of the dynamics of communications networks, while this class focuses specifically on the challenges of connecting embedded devices to web-based services. Neither class is a prerequisite for the other, however. This class will introduce network connection techniques for devices using microcontrollers like the Nano 33 IoT and MKR series or ESP8266 and processors running an embedded operating system like the Raspberry Pi. Prerequisites: Intro to Physical Computing and Intro to Computational Media, or equivalent experience with the topics covered in those classes. Learning Objectives: Students will gain an understanding of the basics of network programming for devices with limited computing power. They will learn about current protocols for communication between devices and networked servers, and about the rudiments of security for that communication. Reading: There will be an article or two to read each week, to foster discussion about the design of connected things. Assignments: There will be several one-week software and hardware assignments to get familiar with different technologies and communications protocols, and one hardware and software final application project.
Can we capture the unpredictable evolutionary and emergent properties of nature in software? Can understanding the mathematical principles behind our physical world world help us to create digital worlds? This class focuses on the programming strategies and techniques behind computer simulations of natural systems. We explore topics ranging from basic mathematics and physics concepts to more advanced simulations of complex systems. Subjects covered include physics simulation, trigonometry, self-organization, genetic algorithms, and neural networks. Examples are demonstrated in JavaScript using p5.js (https://p5js.org). Much of the class time will be dedicated to in-class exercises and self-study as the course is available online through a video series (https://www.youtube.com/user/shiffman/playlists) and textbook (http://natureofcode.com/book).
This class focuses on the art of computer graphics and image processing. We explore the concepts of pixilation, image representation and granularity and the tension between reality and image. Students are introduced to the tools and techniques of creating dynamic and interactive computer images from scratch, manipulating and processing existing images and videos, compositing and transitioning multiple images, tracking and masking live video, compositing and manipulating live video as well as manipulating depth information from Kinect. The class uses Processing.
This course teaches the ins and outs of using image processing software with an aim towards some type of real-time use (e.g. a performance or installation). The class looks at ways to manipulate different visual media (time-based, still, vector, and rendered) in real-time to allow students to develop interesting real-time performance systems. While the focus of this class is on using Max for visual work (through a software package called Jitter), it also looks at how to integrate interactive elements (sound, physical interfaces, etc.) into the work. Class time is spent on interface design and software development issues as well. The class explores some interesting capabilities of the software in terms of real-time camera input and tracking, generative graphics systems, and media transcoding. Throughout the class students develop and share ideas on live performance as a medium for visual expression, and learn the software tools necessary to put these ideas into practice in the form of idiosyncratic performance systems. A final presentation in the form of a group performance will be arranged. Students should have some working knowledge of Max/MSP before taking this class.
From the most ephemeral thought to the rise and fall of civilizations, every aspect of your life, and indeed the universe, involves energy. Energy has been called the “universal currency”by prolific science author Vaclav Smil, but also “a very subtle concept… very, very difficult to get right” by Noble physicist Richard Feynman. It is precisely this combination of importance and subtlety that motivates the Energy class at ITP. Maybe you fear the existential threat of anthropogenic climate change, or maybe you just want your pcomp projects to work better. Either way, the class will help you understand energy quantitatively and intuitively, and incorporate that knowledge in your projects (and perhaps your life). How? Building on skills introduced in Physical Computing, we will generate and measure electricity in order to see and feel energy in its various forms. We will turn kinetic and solar energy into electrical energy, store that in batteries and capacitors, and use it to power projects. We will develop knowledge useful in a variety of areas, from citizen-science to art installations, and address topics such as climate change and infrastructure access through the lens of energy. Students will build a final project using skills learned in the class. To accommodate pandemic restrictions, students will have the option to do more or less hands-on work or research as their situation allows, and support material such as an annotated supply list will help students tailor material expenses to their interests. Prior Physical Computing or equivalent experience required.
If you were inventing a museum today, what would it look like? Who would be there? What would its main purpose be? What would the audience experience? The first museums were called Cabinets of Wonder. Usually, a viewer with a guide, often the collector, would open doors and drawers to see what was inside–amazing things from different parts of the world, different times. They were windows on the world to places the visitors would probably never be able to go; to see things they would never otherwise be able to see. And now there’s television, movies, the internet, and travel. Why do people go to museums now? Will they in the future? Today, most museums seek to educate and to include more and more diverse visitors than they used to. How do people learn in public spaces? How do we know that they do? How can they make use of the new interactive technologies to support the experience and not lose what’s special about them? The class is an exploration, observation, theory, and design class for you to imagine the future of museums and exhibits. Museum and exhibit visits are your primary assignments for the first half of the course—usually accompanied by a reading. You will also make some record of your visit (including a sketchbook, a diorama, reviews). There will be guest speakers from Museums and exhibit design firms, and several field trips. In the second half of the course, you begin to imagine how you might reinvent a museum and develop a full-scale presentation of your own Cabinet of Wonder. About Emily Conrad: https://www.linkedin.com/in/emily/
Course introduces student artists to the 4th dimensional concepts of TIME & MOVEMENT as the necessary building blocks of Art created by Photography, Video, Digital & Performance medias. Students will explore the attributes of TIME & MOVEMENT through project assignments that use the methods of photography, video, digital, & performance art. The course also includes a brief art history of 4D concepts spanning a wide array of subject matter from cave painting to contemporary art.
Assignments, critiques & demonstrations for the more advanced digital art student. The use of the computer to augment and expand conceptualization and expression has provided the artist with some of the most important new means for visual thinking since the Renaissance invention of perspective. Students learn how to use the computer as an extension of the visualization process and its specific applications in both two-dimensional and three-dimensional art.
Video art has become one of the most widely used media art forms because it allows both the artistic concentration of photography & the free flowing imagery of movement. Students acquire rudimentary skills in shooting & editing while working toward a personal statement in video.
’Art: Practice and Ideas’ examines key developments in the visual arts from modernity to the present. Focusing on the ways in which representations both create and reflect the values of a society, the course introduces students to the full range of expressive possibilities within the visual arts, covering painting and sculpture, as well as photography, film, video, conceptual art, and computer media. Topics to be covered include classical, modern, and postmodern relationships to politics, vision, the mind, the body, psychology, gender, difference, and technological innovation. Students will see and understand how artists have integrated perceptions of their historical moment, as well as physical and social space, into creative practices that have, in turn, had a significant impact on the culture of the time. Liberal Arts Core/MAP Equivalent – satisfies the requirement for Expressive Cultures
This course aims to provide students with the critical thinking and practical skills for creating effective and compelling interfaces. We will dissect what a compelling user experience is and discuss and apply design methods for creating one. Throughout this 14-week course we will examine a wide range of examples of interfaces with a focus on understanding the attributes of a successful interface and applying proven research, mapping and testing techniques. The class format will include lectures, case studies, student presentations, discussions of readings and in-class design exercises. The format is very hands-on with assignments that focus on problems that are typical of those a UX designer will encounter in the professional world.
The interactive project will illustrate students’ unique interests as well as evidence of competency within the field of interactive media production. Students are encouraged to develop their project around a theme previously explored in their work. Projects will be presented and critiqued repeatedly throughout the capstone process to peers, faculty, and industry professionals. A final presentation of the interactive project will be delivered late in the semester. The research paper (4000-5000 words) will focus on at least one aspect of the interactive project: e.g. culture, theory, philosophy, or history, the project context, and/or production methods. For example, students may write about their project’s reception by a set of specific users, or by users who are part of a larger culture, society, or market. It is important that students think beyond the project itself and situate it in a broader context accessible through research. The research paper will include an annotated bibliography of the books and other resources they used for their research. Students will also be guided in the production of an online portfolio to showcase their work and accomplishments to the outside world. Graduates will be evaluated by their portfolio when applying for jobs, graduate school, artist residencies, grants, and the like. Portfolios will be tailored to the demands of each student’s future goals and target audience.
This course is designed to provide students with hands-on experience working with computational media (programming, creative coding, etc.) and data. The forms and uses of computational media and its application are explored in a laboratory context of experimentation and discussion.
This course will provide a foundation for understanding modern web development with a focus on front end technologies and accessing public data. The forms and uses of these technologies are explored in a laboratory context of experimentation and discussion.
Students will create two well-designed single-page web applications, including one that leverages public APIs and digital services from a wide range of existing web products. The goal of the course is for students to learn how to think holistically about an application, both by designing a clear user experience and understanding the algorithmic steps required to build it.
This course is designed to provide students with hands-on experience working with sensors and other electronics to design interfaces for a live multimedia performance. Students will explore the expressive properties of sensors to control a variety of outputs such as light, sound, projection, and/or other media. The forms and uses of physical computing, computational media, and its application are explored weekly in both a hands on laboratory context, as well as weekly discussions of readings and existing performances. Prerequisites: Creative Computing or similar coursework with microcontrollers and coding.
This course is designed to provide students with hands-on experience creating immersive experiences, with a focus on designing artistic, meaningful worlds for virtual reality headsets. The class will also touch on related technologies, methods, and fields including experience design, virtual painting, augmented reality, interactive installation, and 360 video/audio. The course materials will also include readings and discussions on prior art/relevant critical texts. This class uses VR as a lens for understanding experience design in general. Some basic familiarity with programming, image-making, and time-based media is a plus, but not required. Communications Lab: Hypercinema or equivalent experience.
We live in a world where we have more data, computational power, and access to digital connectivity than ever before. But how do we make sense of the promise inherent in this reality while holding space for the challenges that it presents for different groups and communities? How do we situate the technologies that we have come to take for granted? And more importantly, how do we leverage an artist’s perspective to creating active responses that interrogate and hint at the potential for different futures? This course examines emergent technological fields, spanning topics like data collection/representation, digital archives, artificial intelligence, social algorithms, and automation and asks how the technologies inherent to each can be leveraged for artistic response, creation, and critique. While this course is primarily conceptual and art theory-based, the content covered will be technical in nature and students will be tasked with making three creative responses to the content in the tradition of the new media, digital, and conceptual art worlds.
This course explores the elements of music through the lenses of computation and interactive design. Each of the five course units focuses on one element of music (rhythm, melody, timbre, harmony, and structure), approaching it from the perspective of music theory, computation, and design. For each element, students listen to examples from different periods and styles, represent and manipulate the element in code, and create an interactive study around it. As students work toward their final projects, the class takes a more self-directed approach. Final projects can take the form of digital applications, spatial installations, or physical devices. In-class coding and assignments will be done in P5.js, but students will be free to use other languages and frameworks for their final projects. Creative Computing or equivalent programming experience is required.
The network is a fundamental medium for interactivity. It makes possible our interaction with machines, data, and, most importantly, other people. Though the base interaction it supports is simple, a client sends a request to a server, which replies; an incredible variety of systems can be and have been built on top of it. An equally impressive body of media theory has also arisen around its use. This hybrid theory and technology course will be 50% project driven technical work and 50% theory and discussion. The technical work will will utilize JavaScript as both a client and server side programming language to build creative systems on the web. Technical topics will include server and client web frameworks, such as Express, HTML, CSS, templating, and databases. The theory portion of the course will include reading and discussion of past and current media theory texts that relate to the networks of today; included in this will be works by Marshall McLuhan, Wendy Chun, Lev Manovich, Philip Agre, Tiziana Terranova, and more. In short, this course will be about developing full-stack web applications (such as anything from the beginnings of Google, YouTube, and Twitter to class registration systems and other purpose built system) as well as thinking, reading, and discussing the implications with a culture and media theory perspective.
Wall labels, audio guides and informative maps are just some of the ways galleries and museums convey additional information about an art collection. How can we utilize new interactive mixed reality tools to design and deliver immersive experiences that breathe new life into an exhibit. Augmented and virtual reality are powerful tools for new media production and storytelling, but how can these tools serve to enhance our Wall labels, audio guides and informative maps are just some of the ways galleries and museums convey additional information about an art collection. How can we utilize new interactive mixed reality tools to design and deliver immersive experiences that breathe new life into an exhibit. Augmented and virtual reality are powerful tools for new media production and storytelling, but how can these tools serve to enhance our gallery experience without distracting from the power and importance of a pre-existing collection? This production course seeks to experiment with new ways to experience a museum collection through mixed reality. Topics covered include exhibition installation and curation, mixed reality production in Unity, mobile development for Augmented Reality.
This course introduces platforms, tools, and the architectures that facilitate scalable management and processing of vast quantities of data. We will explore open source tools enabling the efficient acquisition, storage, and processing of Big Data. Students will learn about distributed storage solutions such as the Apache Hadoop Distributed File System (HDFS), which supports storage of Big Data. Students will gain hands-on experience with distributed processing Apache solutions such as Hadoop MapReduce, HBase, Hive, Impala, Pig, core Spark, Spark SQL, and Spark Streaming. Other Apache big data tools covered are Sqoop, Oozie, Zookeeper, Flume, and Kafka
Introduction to numerical computation: the need for floating-point arithmetic, the IEEE floating-point standard. Importance of numerical computing in a wide variety of scientific applications. Fundamental types of numerical algorithms: direct methods (e.g., for systems of linear equations), iterative methods (e.g., for a nonlinear equation), and discretization methods (e.g., for a differential equation). Numerical errors: How can you tell if you can trust your answers? The use of graphics and software packages such as Matlab. Programming assignments.
This course takes a mathematical approach in studying topics in computer science, such as: regular languages and some of their representations (deterministic finite automata, non-deterministic finite automata, regular expressions); proof of non-regularity. Context free languages and pushdown automata; proofs that languages are not context free. Elements of computability theory. Brief introduction to NP-completeness.
Causal Inference provides students with the tools for understanding causation, i.e., the relationship between cause and effect. We will start with the situation in which you are able to design and implement the data gathering process, called the experiment. We will then define causation, identify preconditions required for A to cause B, show how to design perfect experiments, and discuss how to understand threats to the validity of less-than-perfect experiments. In this course, we will cover experimental design and then turn to those careful approaches, where we will consider such approaches as quasi-experiments, regression discontinuities, differences in differences, and contemporary advanced approaches.
This course covers widely-used machine learning methods for language understanding—with a special focus on machine learning methods based on artificial neural networks—and culminates in a substantial final project in which students write an original research paper in AI or computational linguistics. If you take this class, you’ll be exposed only to a fraction of the many approaches that researchers have used to teach language to computers. However, you’ll get training and practice with all the research skills that you’ll need to explore the field further on your own. This includes not only the skills to design and build computational models, but also to design experiments to test those models, to write and present your results, and to read and evaluate results from the scientific literature.
The saying goes, “If all you have is a hammer, then every problem looks like a nail.” What if all you have is a 3D Printer? In this course, students will be introduced to, and engage critically with, a range of contemporary machines inside and around the Interactive Media Lab. Leveraging historical perspectives, current use-cases, and hands-on making, the course will explore how machines enhance, or limit, our creative processes. Readings and discussion will be paired with practical designing, prototyping, and making of creative computer controlled devices, such as drawing machines, musical instruments, and a collaborative Rube Goldberg contraption. Over the course of the semester, students will be exposed to a variety of tools, materials, and fabrication techniques as well as learn how to use micro-controllers and software to give their machines unique behaviors and abilities. By thinking about machines, using machines, and making machines, the course will offer insight into our creative relationships with our tools.
This seminar course is an introduction to the theories, questions, and conditions that encompass interactive media. Students will engage in readings that critically examine both the impact that interactive media and technology have on culture and societies as well as the ways in which social contexts shape the development and application of these technologies. The contexts become apparent by examining interactive media and interactivity through the lenses of relevant perspectives including politics, ethics, race, gender, and cybernetics. Throughout the semester students will leverage theory to analyze interactive media works and build a vocabulary for making sense of our increasingly mediated world. The course thus serves to lay a conceptual foundation for students to inform and direct their own creative practice. Readings, discussions, research, and writing constitute the body of this course.
The future: let’s patch it together from scraps. Future studies and strategic foresight are methods of guiding businesses and politics. Punk means to take the master’s tools apart, repurpose them to serve our own goals, to outsmart our adversaries, and to prevail. The compound of the words future and punk, just like in cyberpunk or steampunk, indicates that in the case of future punk, future itself would be setting the stage for the narrative, provide the condition against which the human beings in the world of the story would have to struggle: So in the good old punk tradition, we, too, want to take futurism and use it for our own creations. This class introduces speculative fiction and the more scientific forms of speculation as a means to students to envision, draft, and draw and paint their own images and imaginations of alternative worlds. Students will apply the futurist methods to creative projects and in addition, discuss and critique the field.
What happens when the arts and humanities are represented in digital form? What kind of new insights can we have when by looking at the data of the humanities? This course will look at intersections between computers and the humanities, a form of inquiry known as “digital humanities.” The course is structured around a broad examination of concepts important in today’s society (computational thinking, digital identity, text as data, dataset, pattern, algorithm, network, location). Students will discuss these concepts critically, explore real-life examples and put them into practice in hands-on activities. Examples of such hands on work might include, but are not limited to, creating accessible web design, analyzing text digitally, building and visualizing a dataset, curating an open bibliography, thinking about art as data, building a Twitter bot, teaching a computer to recognize human handwriting, visualizing social networks or making digital maps. The course assumes no prior technical skills, but a willingness to explore new technologies is essential for success.
While our relationships between ourselves, our environment, and other people are inherently political, computer technologies and technology companies consistently claim to remain “neutral”. This course will assume the opposite – software is political – and focus on how software applications share commonalities with political systems, how they affect their users as political actors and how we can build alternatives to those systems. This course is aimed at deconstructing the design and implementation of software as a political medium, such as Facebook’s timeline algorithm, city officials’ use of computer simulations to orchestrate urban life, blockchain-backed proof of ownership and algorithmic criminal assessment. Along with an introduction to political theory and media studies, coupled with an exploration of the underlying political impacts of those systems, students will work on several hands-on projects to offer functioning alternatives to those systems. To that end, this course will include several workshops in JavaScript and Python.
This course will introduce students to the design and development of Virtual Reality experiences. We will examine these increasingly popular means of delivering content and social interactions and identify their unique affordances over existing platforms. Students will be challenged to harness the specific advantages of VR from conception through functional prototype. The class will also cover case studies of effective use of VR in information delivery, as well as social and artistic experiences.
With the advent of digital computation, humans have found a variety of new tools for self-expression and communication. Thinking about how we interface with these tools beyond the mouse and key-board, we can approach software and electronics as artists and designers, exploring new interactions with machines and each other. This introductory course will provide students hands-on experience with screen and physical interaction design through programming and electronics using microcontrollers, electronics, and software development. Weekly exercises encourage students to experiment freely, creating their own novel interfaces and controls for working with machines. The course culminates with a final projects exhibited at the program’s end-of-semester showcase.
We live in an era of information where the information can be written, accessed, shared, and also eliminated with a single stroke. As a result, the objective “truth” is brought to a question. In the last decade, artists have been experimenting with the fakeness of the truth and the truthfulness of the fake by creating fake documents, staged marriages, an arguably authentic artifact, imaginary advertisements both historical and contemporary. What does it mean to tell the truth in the context of art? How does art cross the boundaries between the real and the fake, truthfulness and misrepresentation? This course will examine social engagement of art and how “truth” is treated, interpreted, and presented. The class will take a field trip to a propaganda museum, have readings and discussions, and analyze artists working with fiction as a medium in art making. Students will work on projects to construct believable reality through object making (3D fabrication) and narrative construction (audiovisual material). Prerequisites: Interaction Lab or Communication Lab or Application Lab
Tangible heritage (site, object, and structure) and intangible heritage (motif, icon, character, textile, wardrobe, music, performance, language and ritual) are unseparated parts of the cultural heritage. The narrative and messaging of cultural heritage can be preserved by moving sequences, motion design and animation. The richness of heritage contents can be further disseminated and known by the dynamic media. This course aims to utilize animation and motion media to depict and preserve the richness of cultural heritage contents. 3D animation and motion graphics techniques will be addressed and applied to the storytelling. Students will be guided to research the Asian cultural heritage contents including the tangible and intangible heritage. They will further explore the visual design and production pipeline of animation. Visiting expert of interactive media design and intangible heritage performance will get involved to share the insights to the students. Prerequisite: None. Fulfillment: IMA/IMB elective.
The Nature of Code is an intermediate course based on Daniel Shiffman’s The Nature of Code course at NYU ITP and was adjusted for undergraduate students. This course explores the fundamentals of programming, such as Object-Oriented Programming, and the application of simple principles of mathematics and physics in order to recreate natural behaviors in a digital environment. Prerequisites: This class uses p5(p5js.org) and requires Interaction Lab, Communication Lab, Application Lab, or similar programming background. Knowledge of other languages, such as Processing, three.js and OpenFrameworks, is also encouraged.
In this course students will learn the fundamentals of computation, software design, and web technologies, through a series of creative projects. The course is intended to equip students with the skills to develop artistic and business projects that include a significant computational component. Topics such as variables, functions, components, and functional and reactive programming will be brought together to create interactive applications, generative art, data visualization, and other domains. Within the framework of these creative projects students will develop a greater understanding of how computer programs operate, be exposed to various concepts used to create experiences and interactions, and become more familiar with some of the technologies that constitute the internet. This course is intended for students with no prior programming background. Prerequisites: None
Utilizing technological and scientific research / case studies / artifacts, this class introduces students to the topic of enhanced / extended perception and how technological augmentation allow us to sense and perceive alternative layers of our surrounding world, reconfiguring our understanding of what reality really is. Students will be asked to develop their own prototypes that demonstrate a conceptual or functional outcome on how perception can be extended, enhanced, or even hacked.
Ours is a time of unceasing image production. CCTV cameras wrap around the planet, machines make visual learning sets for other machines, hundreds of billions of hours of video material is livestreamed online every year, artists speculate about the possibility of making virtual reality for animals, and seemingly natural phenomena such as climate change can only be apprehended through risk simulations and data visualisations. Simultaneously, from deep fakes to computergenerated influencers and webcam models, digital images without real-life referents are set to become a part of social life, posing questions about the agency of media makers and consumers in an increasingly simulated world. Contemporary visual culture is not made by humans alone and sometimes not even meant for human eyes. What are we to make of aesthetics when they become automated? How can human collectives be thought from the perspective, or collaborate with, the semi-autonomous technological systems around us? What kind of conceptual capacities do we need to be able to think about the future of such media globally, and in specific geographical locations? In this class, we will explore the shi< that media theory and philosophy of technology have made towards the inhuman. From biometrics, insect media, and eco-media to so<ware art, augmented reality, and satellite imagery, we are witnessing a paradigm change in how we think about the relationship between human, animal, and machine agency in visual culture. Looking at a variety of contemporary media objects, we will read state-of-the-art theory, write a research paper, and collaborate on a post-human media studies syllabus spanning texts and objects from across the globe.
This class focuses on the curiosity behind the greatest discovery of electromagnetism. By replicating experiments both with magnetic and electrical fields, we will explore the major breakthroughs that enabled us to power up devices, connect people, and store information. During the course we will have seminar discussions analyzing texts that contextualize the lab experiments and we will work toward conclusions on the implications of these discoveries. We will analyze different perspectives that led to the development of theories about the electromagnetic field, radio waves transmissions, and the quantum properties of electrons. Students will propose their own creative experiments, linking their personal interests with how electrons behave. As part of their final project report, they will submit an essay describing the technical methodology, critical framework, and the results of their experiment. Throughout the course they will acquire a working knowledge of components like capacitors, lasers, antennae, and circuit prototyping tools. Prerequisites: None Fulfillment: CORE ED; IMA/IMB elective.
People use their bodies in the workplace whether they are dancers or athletes, managers or engineers. Physical wellbeing, social teamwork, and cognition may be affected by our movement practices. How do people use physicality and motion to think? What is the interaction between body, motion, place, and goals? We will explore these questions by building physical-computing-based systems that encourage us to bring movement into new times and places in daily life, that coach users and develop learning environments for movement practices, and that test our understanding of ways that we “think with the body”. In this course we will bring practices such as fitness, dance, sports, and martial arts into a series of interactive installations, movement learning projects, and workspace modifications built on computing, sensing and actuator technologies. In this course we will also explore these questions through review of existing creative projects in this area, readings, presentations, and knowledge-sharing sessions. Prerequisites: Creative Coding Lab, Interaction Lab or equivalent programming experience Fulfillment: IMA/IMB elective.
An attempt to better understand and participate in the communications revolution we are undergoing through an investigation of the nature and consequences of previous communications revolutions. Using readings ranging from Plato to Sontag to Kundera, the course will look closely at the history of spoken language, images, writing, printing, photography, film, radio and television. How were they understood? How were they initially used or misused? What were their effects upon social patterns, politics and thought? How did innovations occur? What can that tell us about the potential and potential influence of digital communication? Students will be asked to undertake innovative experiments of their own in forms of new media. Prerequisites: None
Data is at the heart of the increasing role technology has in our lives. Data collection and algorithmic processing are not only central to recent technical breakthroughs such as in AI and automation but have created new economic paradigms where data equals value and shape political approaches to power and control. Decisions based on algorithms affect society at large whether it’s changing the way we transport and distribute goods, or influencing the things we buy, the news we read or even the people we date. The world that algorithms see is data. For the average person, however, data is seldom more than an abstract idea. So what exactly is data? How is value extracted from it? And why should we care? How can we ethically balance the positive uses of data-driven systems with the threats they pose to discriminate and infringe basic human rights? This class seeks to untangle some of these issues practically and theoretically. Prerequisite: Creative Coding Lab or equivalent programming experience. Fulfillment: CORE AT; IMA/IMB elective.
Toys are not only for kids. Toys are part of our culture and an important medium to develop essential skills like creativity, problem-solving, and socialization. They can also be a great contribution in education, medicine, and business, and can improve the quality of life for children and adults alike. The emphasis in this class is on designing for play and entertainment. Students will be introduced to the underlying essential concepts in designing toys and they will create their own utilizing hand-making craft skills and new technologies. This course will equip the students with a basic knowledge about various design topics including: brainstorming, sketching, graphic design, concept development, basic mechanisms, 3D modeling, rendering, and rapid prototyping. This is a hands-on class and students are required to bring their imagination in addition to a willingness to experiment and explore creative solutions for class assignments. Prerequisites: Interaction lab / Communication lab Fulfillment: IMA/IMB elective.
Application Lab is an intensive project-driven course where students explore current challenges and opportunities at the intersections of emerging media and innovation through the lenses of design, prototyping and innovation. The course seeks to help students understand how these high-level concepts intersect with skills to form the basis for new applications of technology and human industrial art. At the end of this course, students will be able to think critically and holistically about not only what makes innovations possible but will also how to utilize emerging media technologies and ideas to bring innovations into the world that respect and acknowledge the values of design, iteration and innovation. Prerequisite: None. Fulfillment: IMA Major Other Foundation/Electives; IMB Major Emerging Media Foundation/ Interactive Media Elective.
Exhibition: Next class is an exploration and observation of the fields of exhibition design and museum studies. This class will explore how emerging and interactive technologies can be applied to museum and exhibition design to enhance visitors’ experiences. What is an exhibition in a museum of today and how should it be experienced? What is the role of a museum in contemporary society? How does it engage the audiences of tomorrow? The class discusses curatorial practices, various exhibition concepts and forms, museum visitor experience, and exhibitions’ social values. Students will visit and immerse themselves in many museums and exhibitions as a professional observer who will be asked to write reflections of their observations as an essay for each museum visit. Students will choose a research topic at the beginning of the class and they will start collecting materials, building objects, designing experiences, and writing a statement for their final exhibition based on this topic. Students’ design work will be frequently reviewed and given feedback by the instructor, classmates, and guest speakers/critics. After the midterm, the instructor will initiate a collaboration with a local museum or art space. Based on the specific circumstances, students will face a design challenge to propose an exhibition proposal or provide a creative solution to the partner organization. By the end of the course, students will install and present their work as a group art show in the student art gallery. Prerequisites: Interaction Lab or Creative Coding Lab Fulfillment: IMA Major Electives; IMB Major Interactive Media Elective.
In this foundation course students will be asked to think beyond the conventional forms of human computer interaction (i.e. the keyboard and mouse) to develop interfaces that consider the entire human body, the body’s capacity for gesture, as well as the relationship between the body and its environment. Students will learn the fundamentals of electronics and programming as they build projects using the Arduino microcontroller platform. Arduino is a small computer based on open source hardware and software. When used in conjunction with various sensors and actuators, Arduino is capable of gathering information about and acting upon the physical world. In addition to these physical computing techniques, students will also learn to harness the methods of traditional computation. The fundamentals of programming will be explored using the Processing programming language. Processing has a simplified syntax and an approachable computer graphics programming model, making it an ideal platform for first-time programmers. Students will gain a deeper appreciation of the expressive possibilities of computation as they learn to author their own software and systems and not simply use off-the-shelf solutions. Additional topics will include algorithmic drawing and animation techniques, digital modeling and fabrication, data exchange, manipulation, and presentation, as well as control of images, audio and video, including computer vision techniques. Structured weekly exercises are aimed at building specific skills, however students are free to pursue their own diverse interests in their midterm and final projects. Prerequisite: None. Fulfillment: CORE AT; IMA Major Other Foundation; IMB Major Emerging Media Foundation.
User experience design (UXD, UED, or XD) is the process of enhancing user satisfaction with a product by improving its usability, accessibility, and desirability provided throughout the user’s interaction with a product. The class is designed for those who are passionate about creating user-centered experiences with interactive media. Students are encouraged to empathize with users, engaging them to make informed design choices from prototype right through to project completion. Prerequisites: None Fulfillment: IMA/IMB elective.
Virtual Reality and Augmented Reality represent, respectively, visions of “being” somewhere else or augmenting your present environment. These visions are not new, but new technologies have made it possible to produce experiences unlike anything before, particularly through the use of headsets, spatial audio, touch sensors, and custom location-based installations. These new technologies are becoming small, powerful, and inexpensive, and as a result we are witnessing the birth of a powerful new medium, new art form, and new industry – all very quickly. The speed of VR and AR growth has created both opportunity and confusion. “VR / AR Fundamentals” takes a long, deep perspective. We will overview such basic elements as audiovisual resolution and fidelity; spatiality and immersion; other senses such as touch, smell, taste (and even mind); input and interactivity; and live and social. We’ll look at distinctions such as cinema versus games, movies versus models, public versus personal, real world versus fantasy worlds, linear versus interactive, and narrative versus ambient. These elements and distinctions will be presented partially as technical but in an understandable way for general liberal arts students, and will rely heavily on experiencing content and keeping up with current events. That’s the first half-semester. The second half-semester we’ll concentrate on collectively producing a series of timely and relevant projects, all short, entertaining, and useful to others exploring the world of VR / AR. Prerequisites: None Fulfillment: IMA Major Electives; IMB Major Interactive Media Elective.
In this foundation course students will explore the possibilities of emerging media by successively producing projects that make use of digital images, graphics, audio, and video. The course is designed to provide students with a framework to effectively communicate and tell stories through digital means. Students learn through hands-on experimentation in a laboratory context and the principles of interpersonal communication, media theory, and human factors will be introduced in readings and investigated through discussion. Adobe Creative Cloud and other relevant software applications will be examined to establish a diverse digital toolkit. Both traditional and experimental outputs will be explored. Weekly assignments, group and independent projects, as well as documentation of projects will be assigned in each of the core areas of study. Prerequisite: None. Fulfillment: IMA Major Other Foundation; IMB Major Emerging Media Foundation.
Board game design is a one-semester course for students who want to dig deeper into table-top games, from design to history to manufacturing. The first half of the course looks at the world of mass market games, which focus heavily on commercials, trends, plastics, licenses, low prices, and casual rules. The second half focuses on hobby games, designed for the dedicated game player, and the different styles of games in that world. The course is hands-on with at least one published game played in every class. There are multiple assignments where students bring these concepts to life through their own designs. Throughout the course, there is a focus on understanding players and designing games for a target audience.
Game and Players gives students an overview of player-focused approaches to understanding game play, from a variety of methodological and theoretical frameworks. The class combines readings and analysis with exercises that give students hands-on experience with the methods discussed.
Intermediate Game Design builds on the foundation of Introduction to Game Design to help build students’ understanding of how game design works in a practical context. While Introduction to Game Design acquaints students with basic foundational concepts and ideas, Intermediate Game Design puts those ideas into action across four very different kinds of projects. These projects emphasize the professional context of digital game design.
Introduction to Game Development is a practical course that introduces students to the methods, tools and principles used in developing digital games. Over the course of the semester, students will work alone to create a two digital prototypes or ‘sketches’, before building on them to produce a final polished game, using the lessons learned in the earlier prototypes. This is a hands-on, primarily lab-based course, and so the focus is on learning by doing rather than on reading and discussion.
Identity and representation are two of the most pressing and complex issues for contemporary video games, that without recognizing them an artist or critic would be missing a large part of how games are important in culture. With growing art and activist communities, video games are diversifying and grappling with a wide range of topics rarely seen before in the genre, and with it a greater need for informed perspectives on the topic of how marginalized people are depicted in media. This course discusses foundational theories of identity and encourages students to contribute their own ideas towards the design and interpretation of representation in games.
Narrative Design is an advanced game design course where students learn a variety of strategies to bring together game design and storytelling, both in table-top and digital games. Every assignment covers a different challenge when it comes to integrating systems design with storytelling. Students will also learn some of the basics of storytelling, such as character development, dramatic action, generating conflict, and world-building.
This course reflects the various skills and disciplines that are brought together in modern game development: game design, programming, asset creation, and critical analysis. Classroom lectures and lab time will all be used to bring these different educational vectors together into a coherent whole; the workshop will be organized around a single, long-term, hands-on, game creation project. At the completion of this course, the student will be able to: 1) Describe typical work practice in game development. 2) Demonstrate competency through actual implementation of code and assets. 3) Work with a game engine, and understand the basics of how to build a game in the engine.
Advanced Game Design focuses on the practical skills that working game designers need to get a job – and what they do at a company once they are there. Over the course of the semester, students will work on two full project proposals – each proposal including design documentation, production and schedule planning, and a prototype specification. In addition, students will take a handful of “game design tests” – based on actual game industry tests that are part of the hiring process. Along the way, we will be visiting a few NYC-based game companies, as well as discussing issues relevant to working game designers today. The goal of the course is to work on our communication, design, and planning skills, and get a sense for what it means to be a working game designer. Required: Intermediate Game Design.
Fame, notoriety, renown – the desire to be recognized and immortalized — is the most enduring and perhaps most desirable form of power. Culture, commerce, politics, and religion all proffer promises of fame – whether for fifteen minutes or fifteen centuries. What is fame? Why do people want it? How do they get it? What can they do with it? Drawing on texts from history, ethnography, theory, literature, philosophy, and contemporary media, this course reflects on the ethics, erotics, pragmatics and pathologies of fame.
Examines the basic tenets and operative principles of the global copyright system. Considers the ways in which media industries, artists, and consumers interact with the copyright system and assesses how well it serves its stated purposes: to encourage art and creativity. Special emphasis on the social, cultural, legal, and political issues that have arisen in recent years as a reult of new communicative technologies.
This course introduces students to critical video—the use of documentary, ethnographic, and research-based video to investigate and critique contemporary culture. Students gain a theoretical overview of documentary video, a set of conceptual tools to analyze video, and an introduction to the practice of video production for small and mobile screens. Students apply texts on video’s history, culture, and distribution, as well as the ethical challenges of video production, to their own, research-based video project. No prior experience required.
Debates about the role of crime in the media have been among the most sustained and divisive in the field of communications, and they are dependent on a foundation of equally divisive debates about “media influence.” This course will broaden this discussion to consider the culture of crime in relation to conventions of news and entertainment in the mass media, and its larger social and political context. Topics will include crime reporting, the role of place in crime stories, the aesthetics of crime, moral panics and fears, crime and consumer culture, and the social construction of different kinds of crimes and criminals.
This seminar develops themes addressed in “MCC-UE 1009 Psychoanalysis: Desire and Culture.” The course expands and deepen understanding of core Freudian and post-Freudian concepts via texts by Melanie Klein, W.R. Bion, Jacques Lacan, Jean Laplanche, and others. These texts will be considered alongside a series of media-cultural artifacts selected for study by seminar participants.
What are the distinctions between facts, data, information, opinion, and understanding? Through what techniques of argumentation are these concepts discovered and/or achieved? Course introduces students to rhetoric—the art of persuasion. We explore techniques of rhetoric related to truth telling and opinion formation. We consider the significance of these activities to the city (polis) and matters held in common (res publica). Activities include participant observations of persuasion in courtroom settings. Optimal for students considering law careers.
This course examines how cultural memory is enacted through visual culture in a comparative global context. It looks at the rise of a memory culture over the last few decades, in particular in the United States, Europe & Latin America, & how this engagement with memory demonstrates how the politics of memory can reveal aspects of nationalism & national identity, ethnic conflict & strife, the legacies of state terrorism, & the deployment of memory as a means for further continued conflict.
This course examines the vast & rich myth-making power of Hollywood film narratives that influence dominant cultural views of American identity. Students view films that explore problems & promises of American culture & society such as equality, democracy, justice, class, gender, sexual orientation, & race/ethnicity. Students analyze films while considering the work of historians, sociologists, film critics, media studies scholars, anthropologists & journalists. Students will screen films outside of class. Assignments include creating a short film that explores the city where myths are both lived out & refuted on a daily basis.
In this workshop-based course, students will become well versed in contemporary debates on social media and its impact on self and society, share their own experiences and observations in this area, design an original research project (using methods such as discourse analysis, virtual ethnography, and interviewing), and write a long-form analysis paper.
This course examines fashion both from its diffusion in a globalized society, and as a form of communication and culture. We will examine how fashion has been valued through social sciences – history and sociology on the one hand, and economy on the other hand, from its production to its consumption. The course will address fashion in terms of issues of consumerism and sustainability in a post-industrialized society.
This course examines the significance of technology to the definition and experience of disability; the relationship between disability and new media; the politics of representation; and debates between disability studies and media studies. Topics include biomedical technology; “assistive technology”; cyborgs and prostheses as fact and metaphor; inclusive architecture and design; visual rhetorics of disability in film and photography; staring and other practices of looking; medical and counter-medical performance; media advocacy, tactical media, and direct action.
Whether large, small, wide, high-definition, public, personal, shared, or handheld, screens are one of the most pervasive technologies in everyday life. From spaces of work to spaces of leisure, screens are sites for collaboration, performance, surveillance, and resistance. This course traces the cultural history of screens from a range of forms – from the panorama to the cinema, from the radar system to the television, and from the terminal to the mobile device – to provide a way of thinking about the development of the screen as simultaneously architectural, material, representational and computational.
This course is designed especially for students entering business, health care, and educational settings who are assuming or aspiring to positions of leadership. Through case studies and class discussion, course work focuses on strengthening communication competency in presentation skills, persuasive ability (i.e., marketing and sales), leadership in meetings, and problem-solving skills.
This course explores the ways people create, maintain, and augment the meaning of gender, developing insight into understanding gender ideology and the media representation of gender. The course examines how ideas about gender shape our communication practices, and how our practices of communication produce gender.
This course examines how globalization impacts the construction of gender and sexuality. Through discussions of contemporary issues in various global sites, the course addresses the politics of gender as it is shaped by trans-border flows of media, people and cultural products.
This course examines the broad range of activities associated with the globalization of media production, distribution, and reception. Issues include: the relationship between local and national identities and the emergence of a ’global culture’ and the impact of technological innovations on the media themselves and their use and reception in a variety of settings.
This course examines the production, representation and cultural meaning of Latino media in the U.S. Provides a general survey of Latino media in the U.S. with particular focus on the cultures of production of Spanish and English language television, radio, film, advertising, newspapers, magazines and internet-based media.
This course surveys the history of advertising, branding, and consumer culture in a US and global context. It examines the history of advertising media, consumer practices, the spaces of consumerism, the role that consumption plays in identity, and the environmental impact of consumerism as well as the impact of digital media, social media, and data gathering on the emergence of brand culture.
The course examines the role of media in the lives and cultures of transnational immigrant communities. Using a comparative framework and readings drawn from interdisciplinary sources, the course explores how media practices and media representations define and enable new conceptions and practices of national belonging, identity and culture in the context of global migration.
The cultural context of crime in relation to conventions of news and entertainment in the mass media. Topics include competing theories of criminogenic behavior, news conventions and crime reporting, the aesthetics and representation of crime in the media, the role of place in crime stories, moral panics and fears, crime and consumer culture, and the social construction of different kinds of crimes and criminals.
The course approaches video games through the lens of political economy. This means examining games foremost as commodities, transactional goods through which various modes of economic life occur. This course is designed to introduce students to the structure and economics of the game industry since its emergence in the 1970s, particularly across the United States, China, and Japan. Special attention is brought to the dramatic industry changes catalyzed by digital distribution, mobile gaming, live streaming, and other contemporary developments.
An upper level course on the topic of censorship in American culture, from the late 19th century to the present. The course explores many of the areas where debates about obscenity and censorship have been urgently contested, from discussion bout birth control, to literature, film, theatre, art galleries and history museums, to public sidewalks, lecture halls, and the internet. The goal is for the students to have an enhanced understanding of the historical contexts in which important cultural and legal struggles over censorship have taken place, and to bring that understanding to bear on contemporary debates about the arts, sexuality, national security, media technology, privacy, and government involvement in the marketplace of ideas and images.
Introduces students to the study of media, culture, and communication. The course surveys models, theories, and analytical perspectives that form the basis of study in the major. Topics include dialogue, discourse, mass and interpersonal communication, political economy, language, subject-formation, critical theory, experience, and reception.
Introduces students to several methods of analyzing the content, production, and contexts of media in society. Students explore the basic approaches of textual analysis, political economy, and ethnography. Students adopt, adapt and employ these methods in their own analyses, survey and data collection, and ethnographies. Students create their work by means of digitally mediated image annotation and manipulation, data collection and visualization, and audio/video production.
This course challenges us to foster a tactile understanding of the relationship between art and social change. How do artists address social issues? Can art transform lives? How can art serve as a force for encouraging ethical dialogue and action within the public sphere? How do we make our ideas and revelations actually matter within our collective place and space? To better facilitate our understanding of this relationship, and in an effort to get inside these key questions and others, this course will unfold in two parts. Part I (Conversations on Art and Social Change) will be run as an interactive seminar in which we will explore how the desire to change the world has led some artists to align themselves with wider social movements. Through lectures, discussions and presentations, we will set about to engage ourselves with the work of contemporary artists who have addressed issues related to the environment, racial and cultural identity, human rights, healthcare, and social justice. We will assume that understanding the work of others is necessary if we are to appreciate the potentiality of our own impact on the world. Part II of this course (A Collective Gesture Toward) will entail challenging ourselves to participate more fully in our immediate surroundings vis-à-vis the development and implementation of a work (or works) of art.
This course will combine a history of video art and experimental film with practical training in the use of live video performance art technology. Students will explore new ways to create and edit films and videos using VJ software, projections, and multi-channel video surfaces. Workshops will demonstrate concepts and software that can be integrated into the creative process of video performance art and video art installations. COURSE OBJECTIVES At the completion of this course, the student will be able to: Draw inspiration from the recent history of incredible video and multi-media artists. Develop an understanding of audio and visual hardware used by VJ’s. Use live VJ software to manipulate digital media in real time to create Video Performance Art. Use Projection Mapping techniques to project video art onto 3D surfaces. Create original video performance art, video installations, and other performance pieces. Utilize skills to make video art in the professional market.
The role of the creative producer in the entertainment industry is integral to bringing a project to fruition. This introductory course covers both the creative and physical production time-line and provides students with an understanding of the producer’s role through a semester-long team-based pitch project, which culminates in written and verbal pitch presentations. Students are encouraged to work on a project that best suits their area of interest: feature film, episodic/streaming, theatre, performance, podcasts, VR/AR or individualized multi-media. The course focuses on the dynamics of producing, including producer skill sets, tasks and responsibilities necessary to effectively and efficiently develop a project.
This course will cover both traditional and non-traditional financing and fundraising in the worlds of entertainment and the arts. Although our focus will be on the film world (with an emphasis on feature films), we will take occasional forays into the worlds of television, theatre, and music. We will also look at product financing. The goal of the course is to provide students with a framework for understanding the dynamics (as well as the specific routes) to raising funds for artistic endeavors. Many entertainment projects require significant capital before they can be realized. The negotiation and structuring of these deals may be a humbling experience, fraught with compromises that affect creative control over the final product. Producers need knowledge of financing tools and structures, an understanding of current economics driving the business, and skills in understanding new technologies and trends in funding. At its core, the course will help students develop a general understanding of fundraising and financing in the world of entertainment and refine the skills necessary to develop proposals that allow them to one day realize a creative vision.
Introduction to Game Development is a practical course that introduces students to the methods, tools and principles used in developing digital games. Over the course of the semester, students will work alone to create a two digital prototypes or ‘sketches’, before building on them to produce a final polished game, using the lessons learned in the earlier prototypes. This is a hands-on, primarily lab-based course, and so the focus is on learning by doing rather than on reading and discussion.
This course explores the scientific foundations of current environmental issues and their implications for public policy. The syllabus is divided into sections that each examines a current environmental theme in depth. The first sections investigate the composition of the atmosphere and the chemical processes that cause air pollution, ozone depletion, and global warming. Moving to the study of water, the course explores the properties of this unique solvent and the effect of various aqueous pollutants. The course also includes an investigation of energy from chemical reactions, our continuing reliance on fossil fuels, and the potential of alternative energy sources. The laboratory experiments are closely integrated with the lecture topics and provide hands-on explorations of central course themes. Throughout the course we also will examine how scientific studies of the environment are intimately connected with political, economic and policy concerns.
This course provides an overview of current research on divorce in American families. The instructor is a child and adolescent psychiatrist who has researched trauma and resilience and has worked clinically with children and families affected by divorce. The course emphasizes how divorce impacts children and their capacity to grow into loving, well-functioning, relationship-forming adults. Theories of attachment, intimacy, and communication are examined in the context of successful and failed marital relationships.
This course explores the practices, principles and aesthetics of comedic performance. Questions examined include: What makes something funny? Why do audiences laugh? What is the relationship between performer and audience in comedy? How does a performer get the laugh without ‘asking’ for it? How is humor specific to certain cultures, historical periods, genders or age groups? Are any elements of humor universal? Does the nature of performing comedy change from medium to medium? The course investigates these questions through readings, lectures, discussion and experiential exercises. Students are challenged to synthesize theory, historical traditions, and practical application into viable comedic performances. Students will experiment with this synthesis through discussing, analyzing, rehearsing and performing scenes/monologues drawn from major comic traditions including: masked forms (such as Greek Old Comedy and Commedia dell’Arte), high comedy (like the comedies of Shakespeare and Moliere), low comedy (such as the slapstick of Charlie Chaplin, Mel Brooks, as well as modern sketch, improv and stand-up comedy) and that which defies easy categorization (such as Monty Python or Sacha Baron Cohen). The course will culminate in a public presentation, allowing students to share select comedic performances with an audience. Students are expected to rehearse outside of class time.
This course is an introduction to the field of performance studies. In this course, performance will be broadly construed to include aesthetic performance (performance art, theater, music, dance, and visual culture) and everyday presentations of self. We will study the history of the field and its relation to other fields (anthropology, theatre studies, philosophy, dance studies, feminism, political science, critical race theory, legal studies, etc.) and ask questions of how the study of performance can help us to understand contemporary questions of aesthetics, politics, and social culture. We will study the theory and history of the field as grounded in documented performances in addition to attending live performances in New York City. This course will place particular emphasis on political performance (in the US and abroad), queer, and minority performance.
Art in the Western world from the late 18th century to the present. The Neoclassicism and Romanticism of David, Goya, Ingres, Turner, Delacroix; the Realism of Courbet; the Impressionists; parallel developments in architecture; and the new sculptural tradition of Rodin. From postimpressionism to Fauvism, Expressionism, Futurism, Cubism, geometric abstraction in sculpture and painting, and modernism in architecture in the 20th century. After World War I, Dadaism and Surrealism. Developments since 1945, such as Action painting, Pop art, Minimal art, and numerous strands of Postmodernism.
An introduction to philosophy through the study of issues in cognitive science. Topics may include the conflict between computational and biological approaches to the mind; whether a machine could think; the reduction of the mind to the brain; connectionism and neural nets. Gives training in philosophical argument and writing.
This course will examine the roles fashion plays in film, television and digital media and their cultural and economic significance. As a signifying system in its own right, fashion contributes to the semiotics of popular forms. It can also operate as a means of authentication (especially in period films and TV) or reveal a variety of ways in which media plays with space and time, purposeful or not. Besides evoking specific temporalities and narrative tone, fashion plays an important role in the construction of gender, both in terms of representation and address. This course will examine the history of the intersection of the fashion and media industries from the free distribution of film-related dress patterns in movie theaters of the 1910s to the current trend for make-over TV, networks like the Style network, the increasing proliferation of fashion blogs and the construction of specifically feminine video games. How does fashion’s specific configuration of consumerism, signification and visual pleasure lend itself to the articulation of modern/postmodern cultures and their presentation of the self? Texts will include Stella Bruzzi and Pamela Church Gibson, Fashion Cultures: Theories, Explanations and Analysis ; selections from Roland Barthes, The Fashion System ; Elizabeth Wilson, Adorned in Dreams: Fashion and Modernity ; assorted articles and selected clips from films and television shows including Marie Antoinette , What Not To Wear , The New York Hat, Fashions of 1934, Now, Voyager and Sex and the City .
This course examines the current developments in contemporary art over the past decade – the art of ‘now’ – from the viewpoint of an artist’s practice & working ideas, looking at current global art production in aesthetic, economic, & social contexts. The major movements in painting, photography, sculpture, installation & performance are examined. Readings will be drawn from first hand interviews & point-of-view accounts, reviews, & critique; a major emphasis on interviews & online studio visits will accompany the texts. Guest artist lectures & off-site museum & gallery viewings will complement the weekly visual presentations & theory conversations. Liberal Arts Core/CORE Equivalent – satisfies the requirement for Expressive Cultures
Consumerism—the linking of happiness, freedom, and economic prosperity with the purchase and consumption of goods—has long been taken for granted as constitutive of the “good life” in Western societies. Increasingly, global economic shifts have made it possible for some developing countries to engage in patterns of consumption similar to those in the West, such that one quarter of humanity now belongs to the “global consumer class.” At the same time, however, nearly three billion people struggle to survive on less than $2 a day. This course takes an international and interdisciplinary approach to examine consumption in different societies, and we do so by asking several central questions: What are the key determinants of patterns of consumption, and how are they changed or reshaped over time? In turn, how do patterns of consumption shape class formation, racial inequality, identity, aesthetic sensibility, and international boundaries? How do practices of consumption inform the ways in which people understand their values and individuality, imagine success and failure, or conceive happiness? By reading widely in sociology, anthropology, and history we will develop a framework for analyzing the ethical, environmental and social justice implications of consumerism. Readings include case studies from the US, China, India, Europe and Africa Some likely authors include: Keynes, Marx, Marcuse, Benjamin, Mary Douglas, Bill McKibben; Arlie Hochschild, Lizabeth Cohen.
Prerequisite: Algebra and Calculus (MATH-UA 9) or equivalent. Focuses on individual economic decision-makers—households, business firms, and government agencies—and how they are linked together. The emphasis is on decision making by households and firms and how these decisions shape our economic life. Explores the different environments in which businesses sell their products, hire workers, and raise funds to expand their operations; the economic effects of trade between nations; and the effects of various government policies, such as minimum-wage legislation, rent controls, antitrust laws, and more.
The course is geared toward the beginning health professional students. This physiology course will focus on how the human body works. Anatomy will also be discussed as the various physiological mechanisms are only possible due to its close interrelationship. Students will be introduced to both clinical and research methodologies and will be able to apply this knowledge in a laboratory setting.
Sociological perspectives on law and legal institutions: the meaning and complexity of legal issues; the relation between law and social change; the effects of law; uses of law to overcome social disadvantage. Topics: ?limits of law,? legal disputes and the courts, regulation, comparative legal systems, legal education, organization of legal work, and lawyers? careers.
This course introduces important issues, historical and contemporary, related to science and technology from a variety of social, political and philosophical viewpoints. The multidisciplinary approach helps students to understand the interaction between science, technology and society and to discover the conditions that foster technological innovation. The scientific and technological way of thinking becomes clear through historical examples, helping students to consider important issues of science and technology policy, such as how science and technology can be used to benefit society and how one can foster innovation in a society or an organization. | Prerequisites: Completion of first year writing requirements. Co-requisites: None. Notes: Satisfies a HuSS Elective.
Amodio, Coons, Marcus, Phelps. Offered every semester. 4 points. Fundamental principles of psychology, with emphasis on basic research and applications in psychology’s major theoretical areas of study: thought, memory, learning, perception, personality, social processes, development, and the physiological bases of psychology. Included in the class is direct observation of methods of investigation through laboratory demonstrations and by student participation in current research projects.
This course is a technical but elementary introduction to the modern understanding of cosmology, intended for non-science students. Proficiency with algebra is required. We will cover advances in cosmology over the last 100 years, with special emphasis on more recent developments in the field. We will cover topics ranging from the early universe to galaxy formation in the present day universe, through the lens of the theory of relativity and the expanding universe. We will cover the Big Bang, the Cosmic Microwave Background, dark matter, dark energy and the associated evidence for these phenomena. This class is mathematically-based; most topics will be explored both qualitatively and quantitatively. Homework and exams will require calculations.
This course is designed to improve students? understanding of written and spoken Korean through exposure to various media sources, such as newspapers, magazines, TV, and film. Class discussions help enhance the students? speaking proficiency as well.
Ah, love. L’amour. The very word stirs our imaginations and pulls at our heartstrings. This most fundamental of emotions has long been a source of creative inspiration – a muse for literature, song, and art. The importance of love and intimacy in human life is clear, but what can the latest observations and scientific discoveries about the brain tell us about this supreme emotion? Through discussions, papers, and projects, we will examine the concepts of love and intimacy through various lenses, including those of neurobiology, evolutionary psychology, culture, and art. Focusing on the development of love throughout the lifecycle, we will study how people seek intimacy, how love evolves over time, the influence of love on human behavior, and love and intimacy’s relation to psychological well-being.
Rules of play shape competitive games from checkers to football. But how do the rules of interaction shape non-competitive play? In this course, we will explore, code and test design strategies for playful group interactions while at the same time interrogating both what it means to play and how individual identities and group behaviors. Some of the questions we will ask and attempt to answer: What motivates participation? What hinders it? When does participation become oppressive? What’s the difference between self-consciousness and self-awareness? Who has power? Who doesn’t? Are leaders necessary? What’s the difference between taking turns and engaging in conversation? What happens when the slowest person sets the pace? Interaction inputs we will play with will include: mouse, keyboard, mobile device sensors, and microphone. Outputs will include, visuals, text and sound. We will use p5, websockets and node.js for real-time interaction. Class time will be split between playing with and critiquing examples and translating design strategies into code and logic.
This class aims to provide students with the critical thinking and practical skills to explore and communicate ideas visually. This foundational course is a combination of lecture and studio format that will introduce the fundamental principles of design including typography, color, composition, branding and product design, and offer hands-on application of those principles through both in-class exercises and weekly assignments. The course will serve as a solid foundation of skills relevant to pursuing a degree in Interactive Media Arts and expose students to the myriad of opportunities a grounding in design principles opens up for them.
An introductory course designed to provide students with hands-on experience developing creative coding projects with machine learning. The history, theory, and application of machine learning algorithms and related datasets are explored in a laboratory context of experimentation and discussion. Examples and exercises will be demonstrated in JavaScript using the p5.js, ml5.js, and TensorFlow.js libraries. In addition, students will learn to work with open source pre-trained models in the cloud using Runway. Principles of data collection and ethics are introduced. Weekly assignments, team and independent projects, and project reports are required.
This course combines two powerful areas of technology that will enable you to leap from being just a user of technology to becoming a creator with it: Physical Computing and Programming. The course begins with Physical Computing, which allows you to break free from both the limitations of mouse, keyboard & monitor interfaces and stationary locations at home or the office. We begin by exploring the expressive capabilities of the human body and how we experience our physical environment. The platform for the class is a microcontroller (Arduino brand), a very small inexpensive single-chip computer that can be embedded anywhere and sense and make things happen in the physical world. The core technical concepts include digital, analog and serial input and output. The second portion of the course focuses on fundamentals of computer programming (variables, conditionals, iteration, functions & objects) as well as more advanced techniques such as data parsing, image processing, networking, computer vision. The Javascript ‘p5’ programming environment is the primary vehicle. P5 is more oriented towards visual displays on desktops, laptops, tablets or smartphones but can also connect back to the physical sensor & actuators from the first part of the class. The course is designed for computer programming novices but the project-centered pedagogy will allow more experienced programmers the opportunity to go further with their project ideas and collaborate with other students. What can computation add to human communication? You will gain a deeper understanding of the possibilities of computation–– possibilities that will augment and enhance the perspectives, abilities and knowledge you bring from your field of study (e.g. art, design, humanities, sciences, engineering). At first it may feel foreign, as foreign as learning a new language or way of thinking. But soon, once you get some basic skills under your belt, you’ll be able to make projects that reflect your own interests and passions.
How does someone become famous on the internet? What does it take to capture our digital attention? While movie stars, rock gods, and other mainstream A-listers struggle to find their place in a sea of emerging technologies and platforms, a new swarm of micro celebrities and influencers has coasted into the cultural space they once filled. Riding a wave of viral content and memes, the newly-famous rule an internet where anyone can have adoring fans… for a price. They are nimble, niche, obnoxious, empowering, and sometimes disturbing. This class explores what happens when fame is freed from the traditional intermediaries of print, television, and radio, when social media provides everyone with the tools to be their own marketing studio and PR department. It examines the transformation of celebrity, from a 19th century sales gimmick to the formidable cultural, social, and technological force it is today. Students will study a wide array of fame-related topics, from the privacy effects of trolling to the class implications of selfies. And we will engage in practices and exercises that produce real-world instances of celebrity in case we, too, wish to join the ranks of the internet famous.
An introductory course designed to provide students with hands-on experience using various technologies including time based media, video production, digital imaging, audio, video and animation. The forms and uses of new communications technologies are explored in a laboratory context of experimentation and discussion. The technologies are examined as tools that can be employed in a variety of situations and experiences. Principles of interpersonal communications, media theory, and human factors are introduced. Weekly assignments, team and independent projects, and project reports are required.
This course will explore the fundamentals of new media scholarship. Together, we will review and engage with different theories of emerging media in its social, cultural, political, and historical contexts. Students will be able to research, think and write critically about some of the central debates in media studies, including new media forms and aesthetics, issues of gender, race, and labor, platforms, infrastructure and various emerging paradigms. Classes consist of theoretical readings, media example discussion, and writing workshops. Prerequisite: WAI (or co-requisite). Fulfillment: IMA Major Foundations/Elective; IMB Major Emerging Media Foundation/Elective.
Re-make: make (something) again or differently. In this class students will investigate why China became the world’s largest importer of waste. They will study local communities in China, how they manage their waste, and explore innovative ways to transform discarded materials or products around us into something new and precious in areas such as art, graphic and industrial design, architecture, fashion, textiles, etc,. Through research and development, students will learn how traditional techniques and new technologies among the sustainable design philosophy can be utilized as powerful tools for addressing social and environmental problems.
Machine Learning for New Interfaces is an introductory course with the goal of teaching machine learning concepts in an approachable way to students with no prior knowledge. We will explore diverse and experimental methods in Machine Learning such as classification, recognition, movement prediction and image style translation. By the end of the course, students will be able to create their own interfaces or applications for the web. They will be able to apply fundamental concepts of Machine Learning, recognize Machine Learning models in the world and make Machine Learning projects applicable to everyday life. Prerequisite: Creative Coding Lab or equivalent programming experience Fulfillment: IMA/IMB elective.
Data is at the heart of the increasing role technology has in our lives. Data collection and algorithmic processing are not only central to recent technical breakthroughs such as in AI and automation but have created new economic paradigms where data equals value and shape political approaches to power and control. Decisions based on algorithms affect society at large whether it’s changing the way we transport and distribute goods, or influencing the things we buy, the news we read or even the people we date. The *world* that algorithms *see* is data. For the average person, however, data is seldom more than an abstract idea. So what exactly is data? How is value extracted from it? And why should we care? How can we ethically balance the positive uses of data-driven systems with the threats they pose to discriminate and infringe basic human rights? This class seeks to untangle some of these issues practically and theoretically. Each week will include a lecture introducing contemporary theorists, artists, groups, and in-class discussions or exercises. Potentially there will be a guest speaker, too. Topic sections may include surveillance and privacy, data journalism and activism or automation and machine bias. What we cover will be complemented by reading and research assignments. The other half of the week is a programming lab in which you will learn the fundamentals of web-based data visualization using JavaScript. Programming assignments will allow you to further practice what we learn. Throughout the semester, you will work on three main visualization projects that are inspired by the theoretical subjects that we cover. The form of these projects will usually be a website. Successful projects feature data visualizations that are both playful as well as effective in conveying information and a reflection that links the practical work to the theoretical learnings. Prerequisite: Interaction Lab, Communications Lab or Application Lab
Artificial Intelligence Arts is an intermediate class that broadly explores issues in the applications of AI to arts and creativity. This class looks at generative Machine Learning algorithms for creation of new media, arts and design. In addition to covering the technical advances, the class also addresses the ethical concerns ranging from the use of data set, the necessarily of AI generative capacity to our proper attitudes towards AI aesthetics and creativity. Students will apply a practical and conceptual understanding of AI both as technology and artistic medium to their creative practices.
This interdisciplinary project-based class focuses on the design, development, and use of technology that increases the quality of life of individuals of disabilities. Students will be introduced to various assistive technology and strategies, including no-tech and low-tech as well as software and online-based practices. This class features lectures, discussions, guest lectures, field trips, and project presentations by students. Software programming, physical computing, machine learning, and 3D fabrication will be introduced for developing an assistive device. Field trips of local facilities will be scheduled during the semester. They provide an off-campus real-world learning experience as well as an opportunity for students to interact with users of assistive technology in the local community. Students will participate in a team-based design project that identifies challenges for an individual of disabilities and create an innovative and useful assistive device to meet their needs. Prerequisite: Interaction Lab
From the history of visual music and abstract film to the contemporary notion of live cinema, this course will be an exploration of the synesthetic relationship between sound and visuals in a realtime performance setting. Dating back as far as the 18th century, systems have been invented to produce images alongside music linking the two through formalized arrangements. Current media technologies make developing such systems both more approachable and more expansive in their scope. Through readings, viewings, and case studies students will gain an understanding of the history and theory of live audiovisuals. During the course students will team up to develop and master a realtime audiovisual system of their own invention. The class will culminate in a show in which they will present their work through a live performance. Prerequisite: None.
This course investigates and explores the integration between cultural heritage and digital conservation, specifically towards the objects, deities, sites, and gardens of China. Through the reflection of Chinese cultural heritage from the global perspective of Chinese history, the course raises awareness of heritage conservation and critical heritage studies towards the origins and the transformations of China in the contemporary era. Academic readings and oral presentations revolving around this theme will enhance students’ skills for documentation and restoration by innovative digital techniques in China. Conservator presentations, field trips, gallery visits and art projects enable students to communicate with practitioners in the field and examine the values of Chinese cultural heritage from a global perspective. Prerequisites: None Fulfillment: IMA/IMB elective; GCS Chinese Media, Arts, and Literature.
This class examines the idea and practices of ‘cultivation’ in relation to the challenging environment of the 21st century city. Through field trips, readings and discussions, the class explores the concept of cultivation, and how it can be used as a basis for researching the urban ecology of Shanghai, both as a past and future city. The class incorporates a major project in the digital humanities, in which students use the tools of interactive media (audio, video and cartographic technologies) to research, map and narrativize the ways in which architects, designers, artists and thinkers engage with the traditions of cultivation in order to imagine and recreate the future metropolis. Prerequisite: Writing as Inquiry
We live in a world immersed in sound yet we rarely attend to how sound can reflect our social structure or reveal cultural meaning. This course introduces students to acoustic ethnography, soundscape studies and narrative, non-narrative audio storytelling. We will gather and analyze the acoustic environment of China, using recorded sounds to create ethnography through text and sound. Ethnography (literally, “culture-writing”) is both the act of gathering data about culture through observation and interviews as well as the practice of writing analytically about cultural difference. Visual ethnography incorporates the analysis of visual and material aspects of our social environment into creative, multimedia rich projects. With an ethnographic approach to sound, we will document the rich tapestry of sounds around us in the context of the Yangtze River Delta region and think about how this conveys China’s culture, society and history. Through lectures, discussion, readings, listening assignments, field studies and projects, we will re-learn how to listen, observe and record the sounds in our environment. We will study Chinese sound art and Chinese cultural productions in music, film, television and multimedia installation. We will contextualize Chinese sound art against major theoretical approaches to sound including archives and preservation, form versus content, and social studies of science. Students will work collaboratively or individually on a final project that combines sound recording and production, to create an ethnographic analysis of an aspect of social and cultural life in the Yangtze River Delta region. Students will gain experience in gathering ethnographic data and they will transform it into an analytical or creative project integrating sound art and text. Prior knowledge of sound editing and Chinese language is not required. Prerequisite: None
Programming Design Systems is a course focused on the intersection between graphic design and code. Class time is divided between design topics like form, color, grid systems, and typography, and more computational topics like randomization, repetition, transformation and generative form. The students work to write software that abstract design theories into the code, and show the work in class for design critique. Weekly readings include relevant writings from the history of graphic design, articles from the history of computation, and everything in between. The class aims not only to teach the students how to create designs via code, but also to have something interesting to say about it. The course is based on the Programming Design Systems book, and more background info can be found in the book’s introduction. Prerequisite:Communications Lab
This course will be like the two previous ones (http://ima.nyu.sh/vr-ar-fundamentals/), with the first half-semester as seminar and the second half semester as production. For Fall 2019, production will be something in complement with Zaanheh: A Natural History of Shanghai (https://zaanheh.research.shanghai.nyu.edu/), a new NYU Shanghai interdisciplinary project. Prerequisite: None
Since the beginning of civilization people have fantasized about intelligent machines sensing and acting autonomously. In this course we will discover what robots are, learn how to design them, and use simple tools to build them. Students will use open source hardware to explore sensors and electronics, as well as design and build robot bodies and actuators through a variety of digital fabrication technologies. Using a set of community developed tools, students will become familiar with concepts such as mechatronics, inverse kinematics, domotics and machine learning. No previous programming or electronics experience is necessary, however students will be guided through a series of design challenges that their robots should be able to accomplish. With an emphasis on experimentation, peer learning, and teamwork, the objective of this course is to share in the excitement of robotics by enabling students to make their own creations. By the end of the course, students will present a short research paper and documentation about their robotic explorations. Co-requisite or Prerequisite: Interaction Lab or Creative Coding Lab. Fulfillment: CORE ED; IMA Majors Electives; IMB Major Interactive Media Elective.
Intelligent robots living amongst ordinary people used to be a storyline relegated to the world of science-fiction. However, the 21st century has witnessed a rapid adoption of automated machinery in many aspects of daily life. In this course, students will explore the significance of today’s robots through the context of art by learning about and building experimental robots for theatrical performance. Robots will be defined broadly, incorporating a wide range of machines both autonomous and remote-controlled. Students will be exposed to critical analysis regarding the historical and contemporary use of machines in art and theatrical performance. In parallel, students will also learn about electronics, programming, robotics and mechanical construction techniques. Over the course of the semester, students will iterate through multiple projects exploring how robots can convey meaning and emotion. The course will culminate with a final public performance by the robots. Experience with physical computing through Introduction to Interactive Media or a course equivalent is highly encouraged.
How can we capture the unpredictable evolutionary and emergent properties of nature in software? How can understanding the mathematical principles behind our physical world help us to create digital worlds? And how can implementing these code-based simulations offer insight and perspective on both environmental and human behaviors. This course attempts to address these questions by focusing on the programming strategies and techniques behind computer simulations of natural systems using p5.js (a JavaScript library in the spirit of Java’s Processing framework). We will explore a variety of forces and behaviors that occur naturally in our physical world. This includes properties of movement, physics, genetics, and neural networks. For each topic, we will write code to simulate those occurrences in a digital environment. The results will usually be visual in nature and manifested in the form of interactive animated coding sketches.
Games and play are deeply embedded in human culture. Play suggests a range of human experiences not easily contained by a common form. Games use their playable form to speak to the cultural spaces in which they reside. There is freedom in play. There is structure in games. How do they work together? This course explores how games structure play to serve their purpose, and how play inspires games to push expectations of popular culture. Informed by game studies and theories of play, students will study analog and digital games to consider the technological, spatial, artistic and social structures that shape a play experience. Utilizing web-based technologies and the Unity game engine, students will assume the role of both game designer and developer, experimenting with building game experiences that convey meaning as well as express aspects of humanity beyond contest and conflict. Some programming experience is preferred but not required.
From early alphabets to modern virtual reality experiences, this course will explore the development, reaction, and impact of some of humankind’s most transformative innovations – its forms of communication. How have these inventions, such as writing, printing, the telegraph, television, radio, the internet and beyond, influenced human behavior throughout the course of history. How have humans shaped their development and direction? And what role are they playing in shaping our lives both today and tomorrow? Toward the end of the course, students will speculate on the future of communication technologies in a connected world by proposing their own transformative innovation. Readings and discussion will cover communication theory, technical processes, creative applications, and critical investigation. Writing assignments will be paired with practical assignments where students will be challenged to bring their analysis and ideas to life. The web will also be utilized as a test bed for experiencing and experimenting with various forms of communication both old and new.
Communications Lab is a production-based course that surveys various technologies including web development, 2D design, digital imaging, audio, video, and animation. The forms and uses of these communications technologies are explored in a laboratory context of experimentation, collaboration, and discussion. Much of class time will be spent introducing and surveying equipment and software essential to media production and contemporary storytelling. Each technology is examined as a tool that can be employed and utilized in a variety of situations and experiences. The World Wide Web will serve as the primary environment for content delivery and user-interaction. Principles of interpersonal communications and media theory are also introduced with an emphasis on storytelling fundamentals, user-centered design, and interactivity.
(Formerly MDMED-AD 116) As the World Wide Web continues to grow and pervade our everyday lives, an ever-increasing amount of data and digital services are accessible to us via public web APIs—Application Programming Interfaces. Common to many web sites, including YouTube, Twitter, Google Maps, Wikipedia and more, these web APIs offer a way to programmatically request and re-purpose endless troves of information. How might we use these available resources to create unique, creative, and compelling web experiences of our own? Taking a hands-on approach, much of class time will be spent creating projects and writing code, primarily JavaScript, for client-side (front-end) web development.
Circuit Breakers! is a course designed to introduce students to the world of hardware hacking and circuit bending for artistic and mainly sonic ends. By literally opening up common battery powered objects such as toys and finding their circuit boards, one can change the behavior of the object by interrupting the flow of electricity, creating novel, unexpected, outcomes. This technique has both predictable and unpredictable outcomes, but it is almost always satisfying. In addition to hacking off-the-shelf toys, students will also build their own circuits with a minimum amount of components. Many of the projects in this course center on common integrated circuits, which students will cajole, trick, and abuse in order to create art.
(Formerly MDMED-AD 209) Through the use of readily accessible open source technologies, such as sensors and computer vision, it is possible to create interactive art that leverages the full potential of the human body. Directly injecting “people-sensing” into an art work via wearables, cameras and code, generates a unique feedback loop, or dialogue-like relationship, where a person and a computer are continuously reacting to each other’s senses. This course will examine this feedback loop, specifically how a person is directly integrated into the artistic expression of the work. Ultimately, students will create interactive installations and performances where the human body is the central component of the art work. No experience is necessary but having taken Introduction to Interactive Media or a course equivalent is highly encouraged.
In this course, students will work in teams to design digital learning resources and experience designs at the intersection of music, coding, arts, and technology. The course will begin with an introduction to emerging trends in learner engagement and design-based research, especially related to web- and mobile-based musical experiences and principles of making music with new media. Innovations in and applications of musical creativity, interactive technologies, user-centered design & engagement, scaffolded learning, creative learning, pedagogies of play and making, and educational entrepreneurship in Chinese contexts will also be explored. The market for creative educational experiences in afterschool settings for youth in China is exploding. For-profit educational service companies are competing and searching for differentiated, learning experiences in music, coding, and creative project based learning that will attract high-paying parents looking for the best supplemental education for their children. This practical, hands-on course will explore questions such as: How can we design engaging, creative learning experiences that are relevant to the cultural goals and needs of today’s youth in China, while laying the foundation for creative learning for the workforce of tomorrow? What are engaging, effective creative learning resources, and how are they best implemented in Chinese learning settings? How can we take advantage of young people’s near ubiquitous love of music and technology to facilitate creative learning? Students will work together in teams and paired with a partner audience of learners and teachers in Shanghai drawn from local and regional international schools (e.g. Alibaba’s Cloud Valley), local afterschool programs (e.g., Music Lab), and cultural partners (e.g., Shanghai Symphony). Together they will assess the needs and opportunities of partner students and teachers, and engage in a two-stage iterative and reflective co-design process prototyping custom learning resources and experience designs with their partner end users. At the end of the course, students will present and demo their learning resources as part of a public showcase to an external audience of partners, educators, technologists, musicians, entrepreneurs, and experience designers in Shanghai. Prerequisites: None.
This course provides an overview of the scientific study of the human language faculty, focusing on the cognitive & neural processing mechanisms that underlie linguistic knowledge & use. We describe contemporary approaches to delineating levels of language structure & review various scientific methodologies used to study language. Topics include language knowledge & use as well as language change & variation. Liberal Arts Core/CORE Equivalent – satisfies the requirement for Natural Science for non-CSCD majors
Focuses on the economy as a whole (the ?macroeconomy?). Begins with the meaning and measurement of important macroeconomic data (on unemployment, inflation, and production), then turns to the behavior of the overall economy. Topics include long-run economic growth and the standard of living; the causes and consequences of economic booms and recessions; the banking system and the Federal Reserve; the stock and bond markets; and the role of government policy.
Considers contemporary issues in the interaction of language and society, particularly work on speech variation and social structure. How social factors affect language. Topics: language as a social and political entity; regional, social, and ethnic speech varieties; bilingualism; and pidgin and creole languages.
Today’s technology enables us to collect massive amounts of data, such as images of distant planets, the ups and downs of the economy, and the patterns of our tweets and online behavior. How do we use data to discover new insights about our world? This course introduces ideas and techniques in modern data analysis, including statistical inference, machine learning models, and computer programming. The course is hands-on and data-centric; students will analyze a variety of datasets, including those from the internet and New York City. By the end of the course, students will be able to (1) apply quantitative thinking to data sets; (2) critically evaluate the conclusions of data analyses; and (3) use computing tools to explore, analyze, and visualize data. Throughout the course, we will also examine issues such as data privacy and ethics
The relationship of the brain to behavior, beginning with the basic elements that make up the nervous system and how electrical and chemical signals in the brain work to effect behavior. Using this foundation, we examine how the brain learns and how it creates new behaviors, together with the brain mechanisms that are involved in sensory experience, movement, hunger and thirst, sexual behaviors, the experience of emotions, perception and cognition, memory and the brain’s plasticity. Other key topics include whether certain behavioral disorders like schizophrenia and bipolar disorder can be accounted for by changes in the function of the brain, and how drugs can alter behavior and brain function.
For more than four centuries, opera has made us cry and laugh, and it still speaks to us today about ourselves and our lives. It does so by telling us stories of love and death, of power and despair, through a unique way of combining words, music and stage action, and ever new styles of performance. This course is designed to develop an understanding of the details of such combination and the way they cooperate in making an opera work in general and for us today. It does not develop chronologically, but through exposure to a selection of major works by Monteverdi, Mozart, Verdi, and Puccini. The presentations will be organised around individual operas, exploring their historical background, text and music, performing issues, reception history, and adaptation to other media (not necessarily in this sequence). Each opera will also be taken as a vantage point to explore one main thematic issue, while broader issues – such as genre, the development of formal conventions of librettos and music, Italian opera and its terminology, modes of production, cultural expression, social factors that give rise to certain narratives, how opera fits into the larger history of ideas in Western culture – will build up over the course.
This is a chance to immerse yourself in the musical culture of Prague. You will attend five music performances together with the class and two on your own. Each of the concerts will be in a different style, and performed in a different sort of venue. Each concert will be preceded by a lecture/listening session, often involving the actual performers; you will also be assigned a reading excerpt relevant to the music you will hear. The concerts, scheduled about once every two weeks on evenings between Mondays and Thursdays, will be supplemented by architecture walks and film showings, which will usually take place during class time. In addition, you will undertake a “Personal Connection Project”, in groups of two or three, in which you will choose a local genre, performer or composer to research. The research will include reading relevant contextual material, attendance at a live concert or rehearsal, and an interview with a performer. You will share your project with the class in an oral presentation, which will take place at the end of the semester. after which you will submit your conclusions in a final paper, in lieu of a final exam.
The course description for this Topics in CORE course varies depending on where the course is taught. Please view the course descriptions in the course notes section below.
Contemporary Art in Britian. Contemporary art raises vigorous debate and criticism. But what is contemporary about contemporary art? We consider some key issues in dealing critically with contemporary art with a focus on work on display in exhibitions in London, both major national collections and private galleries, exploring art produced since the late 1950s through case studies of the work of individual artists and through themes which include photography, representations of the body, gallery display, video practice, and installation art. Topics include how contemporary art came to look as it does, with a focus on British art; the different forms of material and presentation artists have employed; why and how diverse audiences are addressed; and how markets, national prizes, and private collections shape the kinds of art produced and inform public taste. We also look at the collection and display of contemporary art, on a private and a public scale; dealer galleries, and issues of curation. Critical and historical writings by artists and theorists will be considered.
Data is ubiquitous. Yet, it’s often invisible. In this course, we will explore ways to create physical data visualizations using contemporary design and digital fabrication tools. Students will learn how to collect data, find interesting patterns, design creative digital models and build tangible pieces using laser cutters, 3D printers and woodworking tools. We will visualize everything from street performers in Washington Square to Instagram influencer trends. Topics related to creative coding, Arduino, artificial intelligence, projection mapping and traditional art-making techniques will also be discussed.
The use and design of data structures, which organize information in computer memory. Stacks, queues, linked lists, binary trees: how to implement them in a high level language, how to analyze their effect on algorithm efficiency, and how to modify them. Programming assignments.
Students will learn about the theoretical foundations of machine learning and how to apply machine learning to solve new problems. Machine learning is an exciting and fast-moving field at the intersection of computer science, statistics, and optimization, with many consumer applications such as machine translation, speech recognition, and recommendation. Machine learning also plays an increasingly central role in data science, enabling discoveries in fields such as biology, physics, neuroscience, and medicine. In the first part of the course, students will learn about supervised prediction methods including linear and logistic regression, support vector machines, ensemble methods, and decision trees. In the second part of the course, students will learn about methods for clustering, dimensionality reduction, and statistical inference.
Prerequisite: V22.0201 and V22.0310. There are many cognitive tasks that people can do easily and almost unconsciously but that have proven extremely difficult to program on a computer. Artificial intelligence is the problem of developing computer systems that can carry out these tasks. We will focus on three central areas in AI: representation and reasoning, machine learning, and natural language processing.
Prerequisites: Data Structures (CSCI-UA 102); Discrete Mathematics (MATH-UA 120); and either Calculus I (MATH-UA 121) OR Math for Economics I (MATH-UA 211). An introduction to the study of algorithms. Two main themes are presented: designing appropriate data structures, and analyzing the efficiency of the algorithms which use them. Algorithms for basic problems are studied. These include sorting, searching, graph algorithms and maintaining dynamic data structures. Homework assignments, not necessarily involving programming.
This course covers the principles and design of operating systems. Topics include process scheduling and synchronization, deadlocks, memory management including virtual memory, input-output and file systems. Programming assignments.
This course covers the internal structure of computers, machine (assembly) language programming, and the use of pointers in high-level languages. Topics include the logical design of computers, computer architecture, the internal representation of data, instruction sets, and addressing logic, as well as pointers, structures, and other features of high-level languages that relate to assembly language. Programming assignments will be both in assembly language and other languages.
The use and design of data structures, which organize information in computer memory. Stacks, queues, linked lists, binary trees: how to implement them in a high level language, how to analyze their effect on algorithm efficiency, and how to modify them. Programming assignments.
Students that have successfully completed CSCI-UA 467 Applied Internet Technology are not eligible to take CSCI-UA 61 Web Development and Programming. This course will provide a practical approach to web technologies and programming. Students will build interactive, secure and powerful web programs. This course will cover client and server side technologies for the web.
Students that have successfully completed CSCI-UA 479 Data Management and Analysis are not eligible to take CSCI-UA 60 Database Design and Implementation. Introduces principles and applications of database design and working with data. Students use python as they prepare, analyze and work with data; SQL to study the principles and implementations of relational databases; and are introduced to other database paradigms such as NoSQL. Students apply these principles to computer systems in general and in their respective fields of interest.
Prerequisite: Three years of high school mathematics or equivalent. No prior computing experience is assumed. Students with computing experience should consult with the computer science department before registering. Offered every semester. 4 points. This course introduces students to both the practice of web design and the basic principles of computer science. The practice component of the course covers not only web design but also current graphics and software tools. The principles section includes an overview of hardware and software, the history of computers, and a discussion of the impact of computers and the internet.
Data Science for Everyone is a foundational course that prepares students to participate in the data-driven world that we are all experiencing. It develops programming skills in Python so that students can write programs to summarize and compare real-world datasets. Building on these data analysis skills, students will learn how draw conclusions and make predictions about the data. Students will also explore related ethical, legal, and privacy issues.
Introduction to Data Science offers the fundamental principles and techniques of data science. Students will develop a toolkit to examine real world examples and cases to place data science techniques in context, to develop data-analytic thinking, and to illustrate that proper application is as much an art as it is a science. In addition, students will gain hands-on experience with the Python programming language and its associated data analysis libraries. Students will also consider ethical implications surrounding privacy, data sharing, and algorithmic decision making for a given data science solution.
This class acquaints the student with the fundamentals of Design by focusing primarily on layout, composition & color through use of the grid. The grid is a fundamental building block for publication design (print & digital), website design, & animation design. This class focuses primarily on Graphic Design but proposes basic concepts that can be extrapolated into other design fields. Classes will be client & solutions-based and will assume a professional career orientation. Additionally the class will provide a current overview of what’s happening in the contemporary design world through field trips, readings & presentations.
This course serves to familiarize the student with the fundamentals of typography. Typography forms the basis of our contemporary communication. Students will gain design abilities based on analogue techniques as well as digital software. The class explores letterform design & moves subsequently to typesetting exercises performed using the letterpress printer & computer. Compositions exploring typography as color, form, & image will be examined for visual impact as well as meaning. The history of typography is incorporated beginning with Guttenberg in the 1400’s through the classic designers of the 17th & 18th centuries, type-design through Russian Constructivism, the Bauhaus, & Modernism to contemporary digital type design.
Assignments, critiques, & demonstrations related to the specific level on which the course is being given. The use of the computer to augment & expand conceptualization & expression has provided the artist with some of the most important new means for visual thinking since the Renaissance invention of perspective. Students learn how to use the computer as an extension of the visualization process & its specific applications in both two-dimensional & three-dimensional art.
Introduction to Programming for Games is a course that introduces students to the concepts, problems, and methods of computer programming, and how these apply to the creation of video games. Throughout the semester, students will have weekly programming assignments, first using Processing with the Java programming language, then the Unity3D Game Engine with C#. There will be a midterm game in Processing and a final game in Unity. The course assumes no prior programming knowledge, and is designed to touch on the basic principles of digital design in form of computer code. There will be an emphasis on programming fundamentals; they will be motivated through the lens of designing and producing video games.
Understanding Story is a class composed of lectures, discussions, screenings, readings, critical and creative writing, group critiques and presentations. The course is designed to expose the student to the fundamental principles of storytelling across a spectrum of mediums, including the written story, playwriting, film, poetry, dance, games, photography, fine art and music. How do all these different art forms tell stories? How can the student apply what is learned to their own creative work? History and theory of story will be studied and used to inspire personal and creative work in order to better understand how story can most successfully be expressed in different mediums and reach its audience.
Games 101 is the foundational course for the NYU Game Center. The focus of Games 101 is game literacy – a shared understanding of games as complex cultural and aesthetic objects. The class will incorporate lectures, discussion, readings, and writing assignments, but the primary activity of the class is critical play – playing games in order to better understand and appreciate them. The class will cover games on and off the computer, including classic and contemporary board and card games, sports, and games on the PC, internet, and consoles.
This class is an overview of the field of video games that approaches them from several theoretical and critical perspectives. No special theoretical background or prior training is needed to take the course, but to have had a broad practical experience with and basic knowledge of games is a distinct advantage. Also, an interest in theoretical and analytical issues will help. You are expected to actively participate in the lectures, which are dialogic in form, with ample room for discussion. The course will prepare the student to: – Understand and discuss games from a theoretical perspective – what are the components of a game? – Apply new theories and evaluate them critically. – Assess and discuss game concepts and the use of games in various contexts. – Analyze games, and understand and apply a range of analytical methods.
This is an intensive, hands-on workshop addressing the complex challenges of game design. The premise of the class is that all games, digital and non-digital, share common fundamental principles, and that understanding these principles is an essential part of designing successful games. Learning how to create successful non-digital games provides a solid foundation for the development of digital games. Students will analyze existing digital and non-digital games, taking them apart to understand how they work as interactive systems. A number of non-digital games will be created in order to master the basic design principles that apply to all games regardless of format. This course is subject to a non-refundable department fee, please see the Notes section for more detail.
This course will explore the three main Adobe imaging products – Illustrator, Photoshop, and InDesign. Structured as a dynamic exploration of design ideas and the adobe landscape, we’ll look at and explore the traditional design tools and methods along with many of the changes and enhancements AI is bringing to the digital design toolkit. Through a series of short exercises we will look at graphic design and layout using Illustrator and InDesign adding the image enhancement techniques in Photoshop. In the short exercises we’ll look at basic design concepts using typography, shapes and images to create layouts that are clear, simple and intuitive. More complex exercises will challenge your abilities to use images and typography to best express your goals in a variety of formats. You’ll also complete a small project of your own for the end of the class. Class time will be divided between work in class sessions, lectures, and feedback/critique sessions. This course is not intended to completely cover the software but will give you an understanding of which digital tool will best deliver your fresh ideas to the page. The majority of the class focuses on creating images, logos, books and magazines, but we cover the options of converting for screen output. We’ll incorporate some Adobe apps to augment the desktop and tablet applications. Depending on schedules, we will visit a gallery or museum during the semester. Students should have access to the Adobe Creative Suite through the NYU license.
Hollywood in your palm. That is what this combination of lectures, screenings, demonstrations and practical production workshop will offer to the students in this course. There will be several professional guests making presentations and Q&A sessions from the mobile phone filmmaking industry. In addition to the historical and critical overview of the emergence and exponential growth of global cell phone cinema, students will shoot all footage on cell phones and download them for computerized editing. The final project will be under three minute shorts. Projects will include all genres of film and television: news, mini-documentaries, animation, music videos and narrative shorts. Completed student projects will be suitable to be posted on the Internet and entered into domestic and international mobile phone film festivals. For example, two minute long improvisations of Bollywood Style Music Videos shot on Cell Phones by the students have been projected at the Tribeca Cinemas as part of the New York Indian Film Festival. It is suggested but not compulsory that students bring to the class a cell phone capable of recording video.
An examination of the great debate concerning the effects of mass media and mass communication on our society. Analysis and application of major perspectives and approaches used in formulating modern theories of mass communication.
Introduces students to the study of media, culture, and communication. The course surveys models, theories, and analytical perspectives that form the basis of study in the major. Topics include dialogue, discourse, mass and interpersonal communication, political economy, language, subject-formation, critical theory, experience, and reception. Liberal Arts Core/CORE Equivalent for Societies and the Social Sciences.
This course introduces students to key concepts in the history of media and communication, and to the stakes of historical inquiry. Rather than tracing a necessarily selective historical arc from alphabet to Internet or from cave painting to coding, the course is organized around an exploration of case studies in context. Liberal Arts Core/CORE Equivalent for Societies and the Social Sciences.
This course will investigate the dominant critical perspectives that have contributed to the development of Environmental Communication as a field of study. This course explores the premise that the way we communicate powerfully impacts our perceptions of the “natural” world, and that these perceptions shape the way we define our relationships to and within nature. The goal of this course is to access various conceptual frameworks for addressing questions about the relationship between the environment, culture and communication. Students will explore topics such as nature/ wildlife tourism, consumerism, representations of the environment in popular culture and environmental activism.
An exploration of television as a medium of information, conveyor and creator of culture and a form of aesthetic expression. Course examines the historical development of television as both a cultural product and industry.
This course covers key issues, theories, and concepts in the field of visual culture, focusing on the social role of images and visuality (the power relations of looking, being seen and unseen). Topics include modern forms of visuality and visual technologies, concepts of spectacle, museums and image collections, image icons, taboo images, how images relate to memory, how images circulate through various social arenas such as art, advertising, popular culture, comic books, news, science, entertainment media, video games, theme parks, architecture, and design.
Critical making is hands-on hardware practice as a form of reflection and analysis that draws on the literature of media studies and digital humanities. We turn to the physicality of computation and communications infrastructure, taking objects apart both literally and figuratively to understand how they work. In the process we learn to interpret and intervene in the material layer of digital technologies, using prototyping, reverse engineering, hardware hacking and circuit bending, design fiction, electronics fabrication, and other approaches.
In 2010, WikiLeaks, in a partnership with some of the most important news publications, began releasing thousands of classified diplomatic cables sent between the U.S. State Department and consulates and embassies around the world. Three years later, Edward Snowden leaked top secret information about surveillance activities by the NSA. More recently, the Panama Papers became the biggest data leak in the history of journalism. These events signal the beginning of the big leak era, which this course will focus on. We will analyze the role of media concentration and technological innovation as twin driving forces in the inception of this big leak era over recent years. We will study the consequences of these changes at three different levels: (i) the legal consequences for whistleblowers; (ii) the resulting birth of global networks and partnerships that expose technical, cultural and economic limitations in the traditional media; and (iii) the geopolitical implications, as a breach in one government ́s security apparatus is a victory for that government ́s opponents. Finally, we will confront one larger question: whether the big leak era means that transparency will (could?) replace fairness as journalism ́s main paradigm. .
This course explores Tango as an aesthetic, social and cultural formation that is articulated in interesting and complex ways with the traditions of culture and politics in Argentina and Latin America more generally. During the rapid modernization of the 1920s and 1930s, Tango (like Brazilian Samba), which had been seen as a primitive and exotic dance, began to emerge as a kind of modern Field available for additional information in footer primitive art form that quickly came to occupy a central space in nationalist discourse. The course explores the way that perceptions of a primitive and a modern converge in this unique and exciting art. In addition, the course will consider tango as a global metaphor with deeply embedded connections to urban poverty, social marginalization, and masculine authority. .
This course examines the role played by media events & spectacle in the shaping of belief, attitudes, & actions, with particular attention paid to the concept of the masses & its changed meaning over time. The course examines concepts of mass culture, the decentralization of cultural forms, & the rise of convergence culture. It explores the history of the media event & the theories that have shaped it, & the role of spectacle in society from the Renaissance to modern society to the age of digital media.
This course offers students the opportunity to engage with theories of communication & culture through the context of consumption & contemporary consumer society. Our focus will be on the role of commodities & consumer practices in everyday life & in culture at large. We will give particular attention to consumption’s role in the construction of social & cultural identities. Students will consider critical responses to consumer culture, including the resistance & refusal of consumption as well as the attempted mobilization of consumption toward social change.
The meanings of health & disease are shaped not only by scientific & Medical discourses, but by media, communication, & the cultures of health. This course examines the impact of media & health cultures on what counts as normal & pathological, how medical environments are understood & experienced, popular tactics for communicating & contesting biomedical information, public understandings of biotechnology, & how media representation & popular culture help to shape understandings of disease & health. readings, films (& other sources) will be drawn from a variety of genres, including epidemiology, public health, anthropology, history, communication studies, & medical memoir.
Departing from the premise that money and finance are not simply a system but also a culture, this class considers how money, finance, and economics are shaped in part through media representations. We examine historical ways of thinking about money, the centrality of financial markets in 20th-21st century globalization, and the examination of financial systems in the wake of the 2008 financial meltdown. Students explore the role of money media in shaping attitudes toward consumerism, financial decisions, and finance systems.
The course acquaints students with Latin American theories, practices, and representations of the media. Departing from a critical approach to Habermas’s theory of the public sphere, the course traces the arc of the media in Latin America from independence to the post-neoliberal era and the so-called “Media Wars.” Students engage in current incendiary debates about the role of the media, the new media law, and the complex relationship between the media, politics and the state.
The course investigates dominant critical perspectives within the field of Environmental Communication, the premise of which is that the way we communicate powerfully impacts our perceptions of the “natural” world, and that these perceptions shape the way we define our relationships to nature. We access various conceptual frameworks for addressing questions of environment, culture, and communication. Students explore topics such as nature/wildlife tourism, consumerism, representations of the environment in popular culture, and environmental activism.
This course investigates the mediation of music & music-like sounds in both private & public life. Commercial venues, from restaurants to rest rooms, pipe Muzakl into its spaces; radios broadcast more music than any other content today; soundtracks imprint the texture of signifying associations for television shows & films; we carry personal playlists on mobile music players; & musical media & technological, ideological & metaphysical dimension; as well as the relation of music to mass media (radio, television, the internet) & the film and music industries.
The course on “Media, Activism & Democracy” aims at, first, introducing students to the complex and fascinating topic of civil society activism; second, at illustrating them the linkages between activism and media; third, at showing them the impact of civil society’s advocacy on contemporary political systems. In a nutshell, the course aims at providing students with a closer understanding of the civil society activism-media-politics conundrums at the national and global levels.
The course addresses issues and perspectives in global communication, a rapidly evolving field. Students critically assess shifts in national, regional, and international media patterns of production, distribution, and consumption over time, and critically analyze the tumultuous contemporary global communication environment. Topics include national and global media consolidation, cultural implications of globalization, international broadcasting, information flows, law and regulation, and emerging technologies. The focus of the course is international.
The course introduces students to the basic structures and practices of media in Europe and their relationship to everyday social life. Specific case studies highlight current trends in the production, distribution, consumption, and regulation of media. Topics include: national and regional idioms in a range of media genres, from entertainment to advertising and publicity, to news and information; legal norms regarding content and freedom of expression; pirate and independent media; and innovations and emerging practices in digital media.
This class reads architecture and the built environment through the lenses of media, communication, and culture, departing from the proposition that spaces communicate meaningfully and are in conversation with the social. From Gothic cathedrals to suburban shopping malls to homes, factories, skyscrapers and digital cities, students acquire a vocabulary for relating representations and practices, symbols and structures, and for identifying the ideological and aesthetic positions that produce settings for everyday life.
This course provides an overview of critical thinking on contemporary media production, media outcomes and media systems. Introduce theoretical approaches and practice used to analyze the content, structure, and context of media in society. We will explore factors shaping media texts, including: politics, economics, technology, and cultural traditions. The dominant critical perspectives that contribute to our understanding of media will be read, discussed, and employed. The course has three broad objectives: 1. Develop a critical awareness of media environments, 2. develop a familiarity with concepts, themes and theoretical approaches of media criticism, and the terms associated with these approaches and 3. develop an ability to adopt and adapt these frameworks in your own analyses of mediated communication.
A veritable buzzword globalization refers to several newly emerged trends. To name the three most visible ones these are the economy, culture and politics. Media do not only describe and interpret globalization but also are its important part. A study of globalization is inherently diverse and eclectic. So is this course. Students will read, watch, analyze and discuss. In class discussions and writings they are expected to engage questions connected to globalization, culture and the media. Through a series of lectures and discussions the course explores how the process of globalization transforms the media and examines the impact of new technologies on global communications. Emphasizing the transnational context of media and culture the course approaches global media and cultural production from a wide range of theoretical frameworks relevant to contemporary condition.
This course examines the emergence of the Internet as a commercial business. It pays particular attention to the various business models and practices employed in media-related enterprises, tracing their development from the late 1990s to the most recent strategies and trends. Case studies include the Internet Service Providers (ISPs), portals, search engines, early game platforms, the Internet presence of traditional media organizations, and social network platforms.
This course introduces students to key concepts in history of media and communication, and to the stakes of historical inquiry. Rather than tracing a necessarily selective historical arc from alphabet to Internet or from cave painting to coding, the course is organized around an exploration of case studies in context.
An introduction to the professions of marketing, promotion, and advertising, with an emphasis on industry structure, branding, integrated marketing communication, effective techniques, and changing communication strategies.
This interactive, discussion-oriented course addresses the politics and tactics underlying five broad categories of media activism: media interventions at the levels of representation, labor relations, policy, strategic communication, and “alternative” media making. The course surveys the existing scholarship on media activism, and undertakes close analyses of actual activist practices within both old and new media. We examine a wide-range of digital media as well as local, national, and global media activist institutions.
Few values have been as unalterably disturbed as privacy by developments in new media and other information technologies. This course presents an inquiry into the impact of information and digital communications technologies upon privacy and its meanings. In order to examine at a deep level technology’s place in society and the complex ways that technology and privacy each shape the other in interactive cycles of cause and effect. Philosophical analysis is balanced with significant contributions by legal scholars, computer scientists, social scientists, and popular social critics.
This class addresses how colonialism and postcolonialism are shaped and mediated through images and the gaze. The dynamics of colonial history motivate and shape colonial and postcolonial perceptions and influence their patterns of global circulation when the boundary between the world out there and the nation at home is increasingly blurred. Course surveys a range of image texts through various media (photography, television, cinema) and sites (war, the harem, refugee camps, prisons, disasters); nationalist mobilization, counter-insurgency, urban conflict, disaster management, the prison system, and the war on terror.
Looking at the rhetoric of public relations we examine the principles and assumptions in the process of analyzing the process of political campaigns. Focuses on an analysis of what is reported to the mass media and how the ’gatekeepers,’ reporters, editors and producers of news filer the messages. Also, discussion on how public relations participates in the creation of viewpoints that eventually become well established and widely held.
Analysis of the problems of speaking to groups and practice in preparing and presenting speeches for various purposes and occasions. Hours are arranged for student evaluation and practice.
Analysis of factors inherent in the persuasive process, examination and application of these factors in presentations. Hours are arranged for student evaluation and practice.
The application of various systems of communication analysis to specific behavioral situations. Through the case-study method, students apply communication theories and models to practical, everyday situations.
This course will track the various manifestations of media amateurism over time and medium, while also exploring theoretical concerns and cultural discourses that surround their work and social construction, especially in relation to notions of professionalism, community, networks, artistic practice, collectivism, and marginalization.
This course examines fashion as a form of communication and culture. We examine how fashion makes meaning and how it has been valued through history, popular culture and media institutions, focusing on the relationship between fashion, visual self-presentation, and power. The course situated fashion both in terms of its production and consumption, addressing its role in identity and body politics (gender, race, sexuality, class), art and status, nationhood and the global economy, celebrity and Hollywood culture, youth cultures and subversive practices.
This course is an analysis of changing trends in marketing ranging from corporate social responsibility to guerrilla and viral marketing. Discussion of theoretical concepts are applied through fieldwork and project-based learning. Guest lectures on emerging topics are featured.
This course focuses on techniques of communication in public relations including creation of press releases, press packets and kits, and developing public relations campaigns.
An examination of the art of debate using current issues of public policy & social justice. Students will learn the skills of critical thinking, evidence evaluation & persuasion. Hours are arranged for fieldwork & student evaluation.
An overview of the history and cultures of print. Examines typography communication and the persuasive power of print. Topics include print ’revolution’ in early modern Europe, printedness and the public sphere, as well as contemporary relationships between print and digital media. How are digital media making it possible to see new things about print? What can e-books tell us about books?
This course examines the role and history of photography within the historical landscape of media and communication. Special emphasis on the accumulative meaning of visual archives, tracing how images reconfigure and establish cultural territories across a variety of texts and media. Investigates and contrasts the mimetic visual strategies within western and nonwestern traditions, looking at historical and contemporary images in a variety of forms.
This course examines theories, technologies, and practices of listening in the modern world. How has our experience of sound changed as we move from the piano to the personal computer, from the phonoautograph to the mp3? How have political, commercial, and cultural forces shaped what we are able to listen to, and how we listen to it? Finally, how have performers, physiologists, and philosophers worked to understand this radical transformation of the senses?
This course examines the proposition that contemporary war should be understood as media. War has become mediatized and media has been militarized. This course treats war and political violence as communicative acts and technologies and focuses on how they shape our understanding and experience of landscape, vision, body, time and memory.
This course examines globalization as it is inscribed in everyday practices through the transnational traffic of persons, cultural artifacts and ideas. The course will focus on issues of transnational mobility, modernity, the local/global divide and pay specific attention to how categories of race, gender and ethnicity intersect with transnational change.
Explores the various political and philosophical debates within western Marxism. Pays particular attention to the influence of the cultural turn in twentieth century Marxist thought on feminism, postcolonialism, and theories of mediation. Themes include: the commodity, alienation and reification, surplus value, culture, ideology, hegemony and subjectivity.
Examines the basic tenets and operative principles of the global copyright system. Considers the ways in which media industries, artists, and consumers interact with the copyright system and assesses how well it serves its stated purposes: to encourage art and creativity. Special emphasis on the social, cultural, legal, and political issues that have arisen in recent years as a result of new communicative technologies.
This course examines the relationship between mediated forms of communications and the formation of identities, both individual and social. Attention paid to the way mediated forms of communication represent different social and cultural groupings, with a particular emphasis on gender, race, ethnicity, class and nationality.
Explores the subject of desire in modern media and culture. Freud’s ideas have had a profound influence on everything from the earliest manuals on public relations to the struggles of modern feminism. We will read a range of psychoanalytic theorists while studying how their insights have been put to work by both the culture industry and its critics.
This course focuses on the essentially communicative aspects of American government, including the preparation of candidates, the electoral process, political advertising and public relations. It also includes the use of strategic communication to influence political agendas, the formation of public policy, and the process of political debate.
This course presents a critical analysis of the development, principles, strategies, media, techniques, and effects of propaganda campaigns from ancient civilizations to modern technological society. The course focuses on propaganda in the context of government, religion, revolution, war, politics, and advertising, and explores implications for the future of propaganda in the cybernetic age.
An examination of the great debate concerning the effects of mass media and mass communication on our society. Analysis and application of major perspectives and approaches used in formulating modern theories of mass communication.
This course is an introduction to digital media, focusing on networks, computers, the Web and video games. Theoretical topics include the formal qualities of new media, their political dimensions, as well as questions of genre, narrative, and history.
An exploration of television as a medium of information, conveyor and creator of culture and a form of aesthetic expression. Course examines the historical development of television as both a cultural product and industry.
An exploration of film as a medium of information, conveyor and creator of culture and a form of aesthetic expression. Course examines the historical development of film as both a cultural product and industry.
Explores how people form relationships with locales they occupy, how they attach meanings to spaces to create places, and how experiences of inhabiting, viewing, and hearing those places shape their meanings, communicative practices, cultural performances, memories, and habits. Themes include: mapping and the imagination; vision and space, soundscape, architecture and landscape; new media and space/time compression; space and identity; spatial violence; and spatialization of memory. Satisfies Core Cultures & Contexts for non-MCC Steinhardt students.
In many political movements, the festive emerges as a major force shaping alternative social practices, forms of gathering, being together, and moving together. These alternative modes of being in collectivity are actively redefining the political. This sense of collectivity becomes particularly evident in the aesthetics of the Global South and its Diasporas. Consequently, this course explores the festive’s role in forming political movements beyond the traditional scope that reduces it to a simple byproduct of social life. It also explores how the pandemic has forced us to reimagine what coming together means. Taking Latin American and Caribbean aesthetics as an initial case, this seminar engages in a detailed interpretation of performances that challenge traditional definitions of both the festive and the political. A wide range of performance practices, such as carnival parties, sound systems, cabaret shows, popular dance styles, artworks, organized slave riots, and indigenous uprisings, shape the modes students will engage in theory and practice. For this course iteration, we will focus on questions around Black and Indigenous relations to carnival performance, structures of mutual aid as festive practice, and how they enact utopian modes of communal life, and how these modes of communal life redefine current understandings of art and politics. The class involves field trips, visits to several performance events, and conversations with artists and organizers who use the festive as a political tool to engage in political action in NYC. Questions regarding race, gender, and class will be directed to the philosophical, anthropological, and historical texts paying close attention to their involvement in the formation of colonial oppression. Performance studies’ methodologies will serve as the guiding mode to articulate these questions.
4 points – will count toward general education requirements (Humanities) Social, political, and economic upheavals produce shattering transformations in human life, yet some of the most significant artistic works in literature, visual arts, theatre, film, and music have been created under these extreme circumstances. The focus of this course is on developing an interdisciplinary approach to an understanding of the arts, artists, and the artists’ response as a catalyst for social and political change. We will explore the history of various practical crises and examine how they have influenced art and artists. Some of the examples include the works of Czechoslovakian films during Soviet Occupation, Protest Theatre during Apartheid South Africa, Shostakovich’s Trio during Soviet Era, underground music scene in present day Iran, Cindy Sherman’s photography in the USA, Croatian artist Sanjan Ivekovic and Bangali writer Taslima Nasrin’s. We will also look at some examples of propaganda artists and their work as well, artists like Morteza Avini in Iran and Liu Wenxi of China. By investigating the artist’s understanding of political, social, and economic forces that impact upon art and their own lives we will examine this question: What are the complex dynamics that are involved in the emergence of movements in the arts?
Making Webisodes is an intensive 14 week course which combines lectures and workshops in which students create unique and compelling content for the web and then learn how to post that content on the web. Students will explore the basics of film production and online webisode distribution, working with – concept creation – writing – directing – acting – production design – camerawork – sound – editing – online tracking tools and social media – web monetization and advertising. The webisode is an exploding new art form. Web series, embedded ads, 5 second hooks, snapchats, vines and viral videos all present a variety of new media approaches within the entertainment industry, business, lifestyle, and politics. Webisodes are short visual presentations that either entertain us, directly sell us product, indirectly sell us product, or shock and engage our perspective, as in political propaganda videos. Lectures provide students with an overview of the emerging web series industry, concentrating on how the webisode is used to hook the audience, generate hits, and drive customers to websites and/or online advertising. Workshops then employ practical exercises to help the students conceive and create their own unique webisode, which can be narrative or non-narrative, fiction or non-fiction, experimental or satire, personal or political. The goal is to use the resources at hand and create instant media – webisodes. As the students produce their webisodes, they will learn by doing and they will be provided with practical knowledge of the art, craft, and commerce of webisodes.