Category Archives: Undergraduate

Courses for All IMA Students

Big Data (CS-GY 6513)

Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed

Big Data requires the storage, organization, and processing of data at a scale and efficiency that go well beyond the capabilities of conventional information technologies. In this course, we will study the state of art in big data management: we will learn about algorithms, techniques and tools needed to support big data processing. In addition, we will examine real applications that require massive data analysis and how they can be implemented on Big Data platforms. The course will consist of lectures based both on textbook material and scientific papers. It will include programming assignments that will provide students with hands-on experience on building data-intensive applications using existing Big Data platforms, including Amazon AWS. Besides lectures given by the instructor, we will also have guest lectures by experts in some of the topics we will cover. Students should have experience in programming: Java, C, C , Python, or similar languages, equivalent to two introductory courses in programming, such as “Introduction to Programming” and “Data Structures and Algorithms. | Knowledge of Python. Prerequisite: Graduate Standing.

Computer Science (Graduate)
3 credits – 15 Weeks

Computer Networking (CS-GY 6843)

Credits: 3
Duration: 15 Weeks
Dates: Mon
Credits: 3
Duration: 15 Weeks
Dates: Mon,Sat
Credits: 3
Duration: 15 Weeks
Dates: Mon,Sat
Credits: 3
Duration: 15 Weeks
Dates: Mon,Sat,Wed

This course takes a top-down approach to computer networking. After an overview of computer networks and the Internet, the course covers the application layer, transport layer, network layer and link layers. Topics at the application layer include client-server architectures, P2P architectures, DNS and HTTP and Web applications. Topics at the transport layer include multiplexing, connectionless transport and UDP, principles or reliable data transfer, connection-oriented transport and TCP and TCP congestion control. Topics at the network layer include forwarding, router architecture, the IP protocol and routing protocols including OSPF and BGP. Topics at the link layer include multiple-access protocols, ALOHA, CSMA/CD, Ethernet, CSMA/CA, wireless 802.11 networks and linklayer switches. The course includes simple quantitative delay and throughput modeling, socket programming and network application development and Ethereal labs. | Knowledge of Python and/or C. Prerequisite: Graduate standing.

Computer Science (Graduate)
3 credits – 15 Weeks

Big Ideas: Artificial Intelligence (CSCI-UA 74)

This course provides a high-level overview of the key ideas and technologies that lead to revolutionary changes in Artificial Intelligence and to the explosive growth in practical applications of AI. Taught by a team of NYU’s top experts in artificial intelligence lead by the Turing award winner Yann LeCun, the course will introduce students to a range of topics in fundamentals of AI and its key sub-areas including machine learning, natural language processing, computer vision as well as its applications in different domains.

Computer Science (Undergraduate)
2 credits – 7 Weeks

Sections (Spring 2021)


CSCI-UA 74-000 (22982)03/21/2021 – 05/10/2021 Tue6:00 PM – 8:00 PM (Evening)at Washington SquareInstructed by Lecun, Yann · Zorin, Denis

Responsible Data Science (DS-UA 202)

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.

Data Science (Undergraduate)
4 credits – 15 Weeks

Sections (Spring 2022)


DS-UA 202-000 (9950)01/24/2022 – 05/09/2022 Mon,Wed8:00 AM – 9:00 AM (Morning)at Washington SquareInstructed by Wood, George


DS-UA 202-000 (9951)01/24/2022 – 05/09/2022 Thu8:00 AM – 8:00 AM (Morning)at Washington SquareInstructed by

Tackling Representation in Games (OART-UT 1618)

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.

Open Arts Curriculum (Undergraduate)
4 credits – 15 Weeks

Sections (Spring 2021)


OART-UT 1618-000 (15424)01/28/2021 – 05/10/2021 Mon4:00 PM – 6:00 PM (Late afternoon)at Brooklyn CampusInstructed by Brice, Mattie

Occupy Outer Space (OART-UT 19)

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.

Open Arts Curriculum (Undergraduate)
4 credits – 15 Weeks

Sections (Spring 2021)


OART-UT 19-000 (23627)01/28/2021 – 05/10/2021 Tue3:00 PM – 6:00 PM (Late afternoon)at Washington SquareInstructed by Benjamin, Ithai

Digital Photography (OART-UT 13)

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.

Open Arts Curriculum (Undergraduate)
4 credits – 15 Weeks

Sections (Fall 2022)


OART-UT 13-000 (14496)09/01/2022 – 12/14/2022 Wed1:00 PM – 4:00 PM (Early afternoon)at Washington SquareInstructed by Ross-Smith, Bayete

Choreography (OART-UT 805)

The purpose of this course is to enable the student to gain a heightened awareness, appreciation, and knowledge of dance through movement and performance. We focus on the foundations of dance such as control, aesthetics, alignment, dynamics, athleticism, musicality, use of space, development of learning strategies within a group context, and personal, artistic expression. The students exploration of their creativity, expression and concepts, as well as their work on other dancer’s bodies is part of the work of this course. Through individual and collective kinesthetic participation in unfamiliar patterns, the student is physically and conceptually challenged and informed. Students will be asked to problem solve as homework assignment and in-class composition exercises. Dance experience is recommended, but formal dance training is not required.

Undergraduate

Digital Photography (OART-GT 2013)

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.

Open Arts Curriculum (Graduate)
4 credits – 15 Weeks

Sections (Fall 2021)


OART-GT 2013-000 (7438)09/02/2021 – 12/14/2021 Wed1:00 PM – 4:00 PM (Early afternoon)at Washington SquareInstructed by Ross-Smith, Bayete

Live Video Performance Art (OART-GT 2567)

Credits: 4
Duration: 15 Weeks
Dates: Wed

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.

Open Arts Curriculum (Graduate)
4 credits – 15 Weeks

Intro to Digital Tools (OART-GT 2823)

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.

Open Arts Curriculum (Graduate)
4 credits – 15 Weeks

Sections (Fall 2021)


OART-GT 2823-000 (7363)09/02/2021 – 12/14/2021 Tue1:00 PM – 4:00 PM (Early afternoon)at Washington SquareInstructed by Fallon, Catherine


OART-GT 2823-000 (7364)09/02/2021 – 12/14/2021 Thu1:00 PM – 4:00 PM (Early afternoon)at Washington SquareInstructed by Fallon, Catherine

Introduction to Virtual Production (SPEC-UT 102)

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.

TSOA Special Programs (Undergraduate)
4 credits – 15 Weeks

Sections (Spring 2021)


SPEC-UT 102-000 (24797)01/28/2021 – 05/10/2021 Tue10:00 AM – 1:00 PM (Morning)at Washington SquareInstructed by Bae, Sang-Jin

Energy and the Enviroment (CORE-UA 9203)

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.

College Core Curriculum (Undergraduate)
4 credits – 15 Weeks

Sections (Fall 2025)


CORE-UA 9203-000 (19275)at NYU Tel Aviv (Global)Instructed by

Great Works in Philosophy (PHIL-UA 2)

Philosophy (Undergraduate)
4 credits – 15 Weeks

Sections (Spring 2022)


PHIL-UA 2-000 (10163)01/24/2022 – 05/09/2022 Tue,Thu4:00 PM – 6:00 PM (Late afternoon)at Washington SquareInstructed by Chaplin, Rosalind


PHIL-UA 2-000 (10164)01/24/2022 – 05/09/2022 Tue8:00 AM – 9:00 AM (Morning)at Washington SquareInstructed by Pohl, Stephan


PHIL-UA 2-000 (10165)01/24/2022 – 05/09/2022 Tue9:00 AM – 10:00 AM (Morning)at Washington SquareInstructed by Pohl, Stephan

Art of Dissent (INTM-SHU 236T)

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.

Interactive Media Arts (Undergraduate)
4 credits – 13 Weeks

Creative Game Design and Development (INTM-SHU 247)

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.

Interactive Media Arts (Undergraduate)
4 credits – 15 Weeks

Sections (Spring 2022)


INTM-SHU 247-000 (19666)01/24/2022 – 05/09/2022 Mon9:00 AM – 12:00 AM (Morning)at ShanghaiInstructed by Zhang, Xingchen

Realtime Audiovisual Performance Systems (INTM-SHU 280D)

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.

Interactive Media Arts (Undergraduate)
4 credits – 13 Weeks

Sections (Fall 2020)


INTM-SHU 280D-000 (22897)09/14/2020 – 12/15/2020 Tue,Thu11:00 AM – 12:00 AM (Morning)at ShanghaiInstructed by Parren, Eric