Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Second of two introductory courses in general physics for non science or engineering majors. (Not an acceptable substitute for PH-UY 2023 or PH-UY 2033) Electric forces and fields. Electric potential and capacitance. Electric current. Magnetic forces and fields. Faradays law and inductance. Maxwell’s Theory of Electromagnetism. Electromagnetic waves. Light and Color. Geometrical optics. Image Formation. Interference and diffraction. | Prerequisite(s): PH-UY 1213 or PH-UY 1013; Co-requisite: EX-UY 1.
Physics (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Advanced work in studio repair and maintenance focusing on digital equipment. Students will develop practical skills tracing schematics, using test equipment, and replacing components as required daily in the studio environment.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
A continuation of MPATE-UE 1010. This is an advanced & detailed study of the audio-visual production & post-production process including digital recording techniques, with special emphasis on synchronization & the interfacing of SMPTE time code. Sound design, advanced Foley topics, * creative workflow in audio post production will also be discussed.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Fri
Credits: 3
Duration: 15 Weeks
Dates: Fri,Tue,Thu
The course offers an overview of integrated circuit-design process: planning, design, fabrication and testing; device physics: PN junction, MOSFET and Spice models; inverter static and dynamic behavior and power dissipation; interconnects: cross talk, variation and transistor sizing; logic gates and combinational logic networks; sequential machines and sequential system design; subsystem design: adders, multipliers, static memory (SRAM), dynamic memory (DRAM). Topics include floor planning, clock distribution, power distribution and signal integrity; Input/Output buffers, packaging and testing; IC design methodology and CAD tools; implementations: full custom, application-specific integrated circuit (ASIC), field programmable gate arrays (FPGA). The course provides foundations of VLSI design and custom VLSI design methodology and state-of-the-art CAD tools. | Prerequisites: CS-UY 2204 (C- or better) and EE-UY 3114. ABET competencies: a,c,e,k.
Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
This course introduces students to fundamentals of machine elements, enabling them to employ this knowledge to design machines for various practical applications. The course begins with a brief review of stress, deformation and failure, followed by friction and wear. Subsequently, loaded columns, pressurized cylinders and shafts are presented. Bearings, gears, screws, springs, brakes, clutches and belts are discussed. The course ends with an introduction to MEMS, Micro-Electro Mechanical Systems. | Prerequisite for Brooklyn Students: ME-UY 3213 | Prerequisite for Abu Dhabi Students: ENGR-UH 3210
Mechanical Engineering (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
This course aims to introduce the modern computing methods, tools, and best practices for students in civil and urban engineering. The course uses Python as the programming language for solving a series of fundamental computational problems in civil and urban engineering, such as solving linear equations, data interpolation, curve fitting, root finding, numerical differentiation and integration, probability and statistics, linear programming and optimization. The course also introduces a series of generic computation tools and best practices for the students’ future study and research in computing applications in civil and urban engineering, including how to debug a program, visualize data, manage source codes, collaborative programming project management, etc. It aims at laying a solid foundation for civil and urban engineering students to better understand the modern programming workflow and utilize the computing tools. Students are first introduced with the fundamental concepts through the lecture, and then guided step-by-step via the in-class lab session in each weak. There will be multiple homework assignments and in-class quizzes for the evaluating the students’ performances. | Prerequisite: (CS-UY 1113 or CS-UY 1114) and MA-UY 2034 and MA-UY 2224 and Junior or higher standing.
Civil & Urban Engineering (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Students work directly with internationally recognized figures in photography. Topics for workshops range from the techniques of established photographers to discussions of issues in photographic theory, history, & criticism.
Studio Art (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
Multichannel Media Installation & Performance is a course designed for composers & artists who want to work in a performance or installation context with immersive sound & image technology. The course focuses on software & hardware workflows for the creative applications of multi-channel sound & immersive video for the creation of fixed, generative, reactive, performance-based, & interactive systems that can be experienced in a gallery context or a live performance. Students will develop a semester-length project to use scale & immersion to creative effect. The course will feature regular creative critique as well as an overview of relevant interaction design strategies for creating interactive spaces using sensors & cameras.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
An introduction to MIDI (Musical Instrument Digital Interface) with an emphasis on sequencing, production and arranging techniques. Open to students without previous experience in music technology.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Programming for MIDI, C, and other appropriate techniques. Design and implementation of software sequencers, interface drivers, and hardware applications will be the focus.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri,Tue
Introduction to the physical aspects of sound, psychoacoustics, basic electricity, principles and practice of magnetic recording and an overview of the recording studio, including an introduction to multi-track recording techniques. Students perform various duties just as they would in a professional recording session with live musicians in the recording studio. Open to students without previous experience in recording technology.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
The physical aspects of sound, analog recording technology & studio production techniques are explained & demonstrated. Lecture topics include microphones, stereo recording, analog consoles, multi-track tape recording, equalization, compression, reverberation & mixing. Studio lab assignments are performed outside of class reinforcing weekly lecture topics
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Students or several students work with a faculty member and/or graduate students on a current topic in computer science. Each term, a project course with a particular theme is offered by the Department of Computer and Information Science. A faculty member assigns individual or group projects. The project course is highly structured and supervised closely by faculty. Students are expected to use the design and project-management skills they learned in CS-UY 4513 Software Engineering. Alternatively, students may work with a faculty member on an individual project of mutual interest. A written report and oral presentation are required. | Prerequisite: CS-UY 4513 or CS-UY 3513.
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon
The course will start off with an in-depth review of the exploitation mitigations introduced in modern operating systems. The instructors will demonstrate their limitations through simple examples and gradually develop the basic exploitation techniques into more complicated methods applicable to real-world exploitation. Unlike most other exploitation courses, we will focus on approaching exploitation as a creative problem-solving process rather than an exercise of applying cookbook techniques to common types of vulnerabilities. Most of the course will focus on the hands-on application of the material through exercises and leading the students through the development of reliable exploits for recently patched vulnerabilities in widely used software. | Prerequisites for Brooklyn Engineering Students: CS-UY 3933 and (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better). | Prerequisites for CAS Students: CS-UY 3933 and CSCI-UA 201. | Prerequisites for Abu Dhabi Students: CS-UY 3933 and CS-AD 103
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Fri
This course introduces problem solving and computer programming and is for undergraduate engineering students who do not have 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 engineering and other disciplines. | Co-requisite: EX-UY 1; Anti-requisite: CS-UY 1114
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
The course centers on properties of pure substances; concepts of work and heat; closed and open systems. Topics: Fundamental laws of thermodynamics. Carnot and Clasius statements of the 2nd law; entropy and entropy production; heat engines, refrigerators, heat pumps; efficiencies, coefficients of performance.| Prerequisite for Brooklyn Students: MA-UY 1124 | Prerequisite for Abu Dhabi Students: MATH-UH 1020
Mechanical Engineering (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Students in this course become familiar with atomic structure and bonding, atomic arrangement in crystals, crystal imperfections, mechanical behavior and failure of materials and binary phase diagrams. | Brooklyn Students: Co-requisite PH-UY 1013 | Abu Dhabi Students: Prerequisite ENGR-UH 2012
Mechanical Engineering (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Tue,Thu
The course covers three-dimensional vector treatment of the static equilibrium of particles and rigid bodies. Topics: Equivalent force and couple systems. Distributed force systems. Static analysis of trusses, frames and machines. Friction, impending motion. Methods of virtual work. | Prerequisite: PH-UY 1013 and MA-UY 1024
Mechanical Engineering (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed
Designing a successful interactive experience or software system takes more than technical savvy and vision–it also requires a deep understanding of how to serve people’s needs and desires through the experience of the system, and knowledge about how to weave this understanding into the development process. This course introduces key topics and methods for creating and evaluating human-computer interfaces/digital user experiences. Students apply these practices to a system of their choosing (I encourage application to prototype systems that students are currently working on in other contexts, at any stage of development). The course builds toward a final write-up and presentation in which students detail how they tackled HCI/user experience design and evaluation of their system, and results from their investigations. Some experience creating/participating in the production of interactive experiences/software is recommended.
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
An introduction to Analog Electronic theory including solid-state devices. Ohm’s Law & related measurement techniques will be explored. Students must enroll in a Lab section to apply hands-on experience in basic circuit design & measurement.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
An introduction to Digital Electronics, including binary systems & logic. Students must enroll in a Lab section to apply hands-on experience in simple computer programming techniques, digital processing applied to music with specific relevance to computer music synthesis & MIDI.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Fri
Credits: 3
Duration: 15 Weeks
Dates: Fri
This course focuses on electronic music synthesizer techniques. Concepts in the synthesis of music, including generation of sound, voltage control, and treatment of sound and tape techniques. Included is a short synopsis of the history and literature of analog electronic music. Students complete laboratory tasks and compositions on vintage synthesizer modules and create one or more final projects that demonstrate(s) the application of these concepts.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon
Introduction for teachers, composers, and performers to explore potentials of computer music synthesis. Basic concepts of music synthesis presented through the use of a microcomputer, keyboard, and appropriate software. System may be used as a real-time performance instrument or as a studio composition instrument. Educators may explore potentials for classroom application.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
Analytical and theoretical concepts required grasping the aesthetic development of electronic and computer music compositions. The course emphasizes analysis and historical understanding of techniques of production and compositional ideas.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
Digital recording technology & production techniques are explained & demonstrated. Lecture topics engage analog to digital conversion, digital to analog conversion, digital signal theory & filter design, digital audio effects & mixing. Studio lab assignments are performed outside of class reinforcing weekly lecture topics.
Music Technology (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Tue
This course addresses the design and implementation of secure applications. Concentration is on writing software programs that make it difficult for intruders to exploit security holes. The course emphasizes writing secure distributed programs in Java. The security ramifications of class, field and method visibility are emphasized. | Knowledge of Information, Security and Privacy equivalent to CS-GY 6813. Prerequisite: Graduate standing
Computer Science (Graduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed,Tue
Credits: 3
Duration: 15 Weeks
Dates: Wed,Tue
This course examines Modern Cryptography from a both theoretical and applied perspective, with emphasis on “provable security” and “application case studies”. The course looks particularly at cryptographic primitives that are building blocks of various cryptographic applications. The course studies notions of security for a given cryptographic primitive, its various constructions and respective security analysis based on the security notion. The cryptographic primitives covered include pseudorandom functions, symmetric encryption (block ciphers), hash functions and random oracles, message authentication codes, asymmetric encryption, digital signatures and authenticated key exchange. The course covers how to build provably secure cryptographic protocols (e.g., secure message transmission, identification schemes, secure function evaluation, etc.), and various number-theoretic assumptions upon which cryptography is based. Also covered: implementation issues (e.g., key lengths, key management, standards, etc.) and, as application case studies, a number of real-life scenarios currently using solutions from modern cryptography. | Prerequisite: Graduate standing.
Computer Science (Graduate)
3 credits – 15 Weeks
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
Credits: 3
Duration: 15 Weeks
Dates: Wed
This course is about experimental game design. Design in this context pertains to every aspect of the game, and these can be broadly characterized as the game system, control, visuals, audio, and resulting theme. We will explore these aspects through the creation of a few very focused game prototypes using a variety of contemporary game engines and frameworks, high-level programming languages, and physical materials. This will allow us to obtain a better understanding of what makes games appealing, and how game mechanics, systems, and a variety of player experiences can be designed and iteratively improved by means of rapid prototyping and play-testing. The course combines the technology, design, and philosophy in support of game creation, as well as the real-world implementation and design challenges faced by practicing game designers. Students will learn design guidelines and principles by which games can be conceived, prototyped, and fully developed within a one-semester course, and will create a game from start to finish. The course is a lot of (team)work, but it’s also a lot of fun. Programming skills are helpful, but not a hard requirement. Artistic skills, or a willingness to learn them are a plus. | Prerequisite: (Graduate Standing AND CS-GY 6533) for SoE students OR (OART-UT 1600 and OART-UT 1605) for Game Center MFA students OR instructor permission.
Computer Science (Graduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed
Credits: 3
Duration: 15 Weeks
Dates: Wed
This course is an introduction to the field of machine learning, covering fundamental techniques for classification, regression, dimensionality reduction, clustering, and model selection. A broad range of algorithms will be covered, such as linear and logistic regression, neural networks, deep learning, support vector machines, tree-based methods, expectation maximization, and principal components analysis. The course will include hands-on exercises with real data from different application areas (e.g. text, audio, images). Students will learn to train and validate machine learning models and analyze their performance. | Knowledge of undergraduate level probability and statistics, linear algebra, and multi-variable calculus. Prerequisite: Graduate standing.
Computer Science (Graduate)
3 credits – 15 Weeks
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
Credits: 3
Duration: 15 Weeks
Dates: Thu
An important goal of artificial intelligence (AI) is to equip computers with the capability of interpreting visual inputs. Computer vision is an area in AI that deals with the construction of explicit, meaningful descriptions of physical objects from images. It includes as parts many techniques from image processing, pattern recognition, geometric modeling, and cognitive processing. This course introduces students to the fundamental concepts and techniques in computer vision. | Knowledge of Data Structures and Algorithms, proficiency in programming, and familiarity with matrix arithmetic. Prerequisites: Graduate standing.
Computer Science (Graduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Fri
Credits: 3
Duration: 15 Weeks
Dates: Fri
Artificial Intelligence (AI) is an important topic in computer science and offers many diversified applications. It addresses one of the ultimate puzzles humans are trying to solve: How is it possible for a slow, tiny brain, whether biological or electronic, to perceive, understand, predict and manipulate a world far larger and more complicated than itself? And how do people create a machine (or computer) with those properties? To that end, AI researchers try to understand how seeing, learning, remembering and reasoning can, or should, be done. This course introduces students to the many AI concepts and techniques. | Knowledge of Data Structures and Algorithms. Prerequisite: Graduate standing.
Computer Science (Graduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
This course develops basic techniques used in communication networks. After protocol layering is introduced, algorithms and protocols are discussed for use in each of the five layers: physical, data link, network, transport and application. Specific protocols such as TCP/IP, ATM, SS7 are included. | Prerequisite for Brooklyn Engineering Students: Junior status in electrical engineering, computer engineering, or computer science. Co-requisites for Brooklyn Engineering Students: ECE-UY 2233 (EE majors) or MA-UY 2224 (CompE/CS majors) | Prerequisites for Abu Dhabi Students: ENGR-AD 194 (or co-req of MA-UY 3113) and ENGR-AD 195 (or co-req of ECE-UY 2233) . ABET competencies: a, c, e.
Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon
Credits: 3
Duration: 15 Weeks
Dates: Mon,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Fri,Thu
This course includes hands-on experience with a combination of laboratory experiments, lectures and projects relating to basic and advanced topics in wireless communications. Specific topics include mixers, IQ modulation, phase locked loops, receiver design, PN code acquisition, smart antennas and RFID. | Prerequisite: EE-UY 4183
Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Focusing on software engineering, the course introduces techniques to specify, design, test and document medium and large software systems. Design techniques include information engineering, object orientation and complexity measures. Also covered are testing methods, such as path testing, exhaustive test models and construction of test data. An introduction to software tools and project management techniques is presented. Student projects involve team software development and tracking. | Prerequisites: Juniors or higher majoring in Computer Science, Computer Engineering or Electrical and Computer Engineering. Co-requisite: CS-UY 3224
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
This course covers fundamental principles of the design and analysis of algorithms. Topics include asymptotic notation, recurrences, randomized algorithms, sorting and selection, balanced binary search trees, augmented data structures, advanced data structures, algorithms on strings, graph algorithms, geometric algorithms, greedy algorithms, dynamic programming and NP completeness. | Prerequisites for Brooklyn Engineering Students: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and MA-UY 2314; Corequisite: EX-UY 1 | Prerequisites for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) and CS-UH 1002 | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better) and CSCI-SHU 2314
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates:
A programming intensive introduction to the creation of computer games. Using mostly two-dimensional sprite-based programming, we examine and experiment with animation, physics, artificial intelligence and audio. In addition, the course explores the mathematics of transformations (both 2D and 3D) and the ways they may be represented. | Prerequisite: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better).
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
This course provides a hands on approach to machine learning and statistical pattern recognition. The course describes fundamental algorithms for linear regression, classification, model selection, support vector machines, neural networks, dimensionality reduction and clustering. The course includes computer exercises on real and synthetic data using current software tools. A number of applications are demonstrated on audio and image processing, text classification, and more. Students should have competency in computer programming. | Prerequisite for Brooklyn Students: CS-UY 1134 AND (MA-UY 2034, MA-UY 2034G, MA-UY 1044 or MA-UY 3054) AND (MA-UY 2224, MA-UY 2222, MA-UY 2233, ECE-UY 2233, MA-UY 3012, MA-UY 3014, or MA-UY 3514) | Prerequisite for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) AND (MATH-UH 1022 or MATH-UH 1023) AND (MATH-UH 2011Q or ENGR-UH 2010Q) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better) AND (MATH-SHU 140 or MATH-SHU 141) AND MATH-SHU 235
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Fri
Artificial Intelligence (AI) is an important topic in computer science that has many diversified applications. It addresses one of the ultimate puzzles human are trying to solve – How is it possible for a slow, tiny brain, whether biological or electronic, to perceive, understand, predict, and manipulate a world far larger and more complicated than itself? And, how do we go about creating a machine (or computer) with those properties? To this end, researchers in the AI field have been trying to understand how seeing, learning, remembering, and reasoning could, or should be done. This course introduces students to the many concepts and techniques in artificial intelligence. | Prerequisite for Brooklyn Students: (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) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better)
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
This course examines Modern Cryptography from a both theoretical and applied perspective, with emphasis on “provable security” and “application case studies”. The course looks particularly at cryptographic primitives that are building blocks of various cryptographic applications. The course studies notions of security for a given cryptographic primitive, its various constructions and respective security analysis based on the security notion. The cryptographic primitives covered include pseudorandom functions, symmetric encryption (block ciphers), hash functions and random oracles, message authentication codes, asymmetric encryption, digital signatures and authenticated key exchange. The course covers how to build provably secure cryptographic protocols (e.g., secure message transmission, identification schemes, secure function evaluation, etc.), and various number-theoretic assumptions upon which cryptography is based. Also covered: implementation issues (e.g., key lengths, key management, standards, etc.) and, as application case studies, a number of real-life scenarios currently using solutions from modern cryptography. | Prerequisite: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and MA-UY 2314.
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed,Tue,Thu
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 link-layer switches. The course includes simple quantitative delay and throughput modeling, socket programming and network application development and Ethereal labs. | Prerequisite for Brooklyn Students: (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) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better)
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
This course addresses the design and implementation of secure applications. Concentration is on writing software programs that make it difficult for intruders to exploit security holes. The course emphasizes writing secure distributed programs in Java. The security ramifications of class, field and method visibility are emphasized. | Prerequisite: CS-UY 3923
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon
An introduction to the field of computer graphics: displays, image formation, visual perception, images, transformations (viewing and projection), programmable pipelines (vertex and fragment programs), modeling (primitives, polygon meshes, smooth curves and surfaces), animation (keyframing, procedural), rendering and realism (visibility, lighting, shading, shadows, texturing, ray tracing). | Prerequisite for Brooklyn Students: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and (MA-UY 2034 or MA-UY 3044 or MA-UY 3054) | Prerequisites for CAS Students: CSCI-UA 201 (C- or better) and (MATH-UA 140 or MATH-UA 148) | Prerequisite for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) and (MATH-UH 1022 or MATH-UH 1023) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better) AND (MATH-SHU 140 or MATH-SHU 141)
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Thu
This course covers reviews networking. Topics: Basic notations of confidentiality, integrity, availability; cryptographic systems, coding and decoding messages. Cryptographic protocols for privacy, integrity, key exchange and access control. TCP/IP security; Firewalls, IPSec; secure ecommerce. Intrusion detection, prevention, response. Advanced topics are included. | Prerequisite for Brooklyn Students: CS-UY 4793 or ECE-UY 3613 or ECE-GY 5373 |Prerequisite for Abu Dhabi Students: CS-UH 3012 or ENGR-UH 3512 | Prerequisite for Shanghai Students: CSCI-SHU 308
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Mon,Wed
This course introduces database systems and their approach as a mechanism to model the real world. The course covers data models (relational, object-oriented), physical database design, query languages, query processing and optimization, as well as transaction management techniques. Implementation issues, object oriented and distributed databases also are introduced. | Prerequisites for Brooklyn Students: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and MA-UY 2314 | Prerequisites for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) and CS-UH 1002 | Prerequisites for Shanghai Students: CSCI-SHU 210 (C- or better) and CSCI-SHU 2314
Computer Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
The course covers the fundamentals of biology with emphasis on cell and molecular biology. The course material includes introduction to biomolecules and bioenergetics, basic organization and functioning of living cells and general principles of genetics and reproduction.
Biomolecular Science (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
This course continues CM-UY 2213 and emphasizes finding the principles of organic chemistry in industrial practice and biochemical mechanisms. It introduces instrumental methods of analysis and identification. | Prerequisite: CM-UY 2213. Co-requisite EX-UY 1
Chemistry (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates:
Across the City’s universities, the Technology, Media and Democracy program will bring together journalism, design, and technical disciplines to understand the various threats to journalism and media, and attempt to address these challenges using technical and computational methods and techniques. The free press, journalism and the media are some of the most critical elements of our democracy, but have been increasingly under attack by political and market forces. These challenges include: dwindling resources and support for deep investigative journalism; smear, law and technical and even physical assaults of media organizations and journalists; challenges to credibility and reliability including fake news and discrediting campaigns; and shifting business models and income sources that threaten both local and national news organizations and coverage. This course will include various elements that will help frame the problem and build/prototype solutions.
Interactive Telecommunications (Graduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Wed
Course will provide a forum in which to explore & engage the relationship between photography, performance & contemporary art. Through class assignments & readings in contemporary theory we will develop a critical vocabulary for an understanding of the relationship between photography & performance & a forum in which to challenge & push our individual art practice to the next level.
Studio Art (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
Assignments, critiques, & demonstrations expand skills & knowledge in the use of the video camera as an art medium. This class stresses technical & conceptual skills & the exploration of the experimental possibilities of the medium.
Studio Art (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 14 Weeks
Dates: Thu
The contemporary art world is a convoluted interplay of aesthetics & economics; ego & idealism. How can an emerging artist navigate its layers & idiosyncrasies? Through readings of theory & criticism, lectures, discussions, site visits, guest speakers, & student responses in the form of multimedia projects and art writing, this course explores contemporary art’s mechanisms & current discourse, always keeping Berlin’s local context in mind.
Art Theory & Critical Studies (Undergraduate)
3 credits – 14 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Thu
Credits: 3
Duration: 15 Weeks
Dates: Thu,Tue
Credits: 3
Duration: 15 Weeks
Dates: Thu,Tue,Tue,Thu
This course introduces students to the fundamental skills and professional practices vital to pursuing a career within a range of creative fields and industries. Students will explore strategies for effective documentation and presentation of their creative work, the art of self-promotion and exhibiting work publicly in various forms and environments, as well as networking and career preparation. | Prerequisite: Junior or Senior Standing
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
This course explores sound design, primarily within visual contexts. The course will focus on the use of sound within visual and interactive media, including film, video production, interactive user experience, web design, and gaming. Students will create weekly studio assignments in all of these areas, with an emphasis on developing a strong competence in integrating digital audio techniques into other media. Final projects could include novel sound design developed for film, video, web, applications, or games. | Prerequisite(s): DM-UY 1113 or MPATE-UE 1001
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Students will learn advanced techniques of 3D computer animation, along with the theories and principles of motion including motion capture. Students will become comfortable utilizing cameras, lights, dynamics, motion, and effects in an industry-standard software. Comprehensive critiques will be conducted regularly to encourage good design for time-based animation. | Prerequisites: DM-UY 2133
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Fri
Survey a broad spectrum of visual art resources through guided lecture-tour visits to current exhibitions at leading museums, galleries and alternative art spaces located throughout New York City. Onsite meetings with art administrators affiliated with various organizations shed light on a wide range of career and management issues pertaining to the field and add to an understanding of the development and continued growth of New York’s exciting art world.
Studio Art (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
In this course, students focus on client-side programming. Assignments are arranged in sequence to enable the production of a website of professional quality in design and production. This studio stresses interactivity, usability, and the quality and appropriateness of look and feel.
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
In this studio, students will learn to produce and render high-quality 3D models. Upon completion of this course, students will have a solid understanding of the fundamentals of modeling, texturing, animation and lighting using industry standard software. Students may create content for video games, web, film, or other interfaces.
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
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 non-digital mediums will be addressed, the understanding and use of industry-standard software is also a primary goal.
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
This course is an orientation to the essential concepts and practices of digital audio. It is a creative and theoretical foundation studio that combines an orientation to sound and listening with fundamental techniques of digital audio production: recording, editing, and mixing. The course covers topic areas such as microphone and field recording techniques, recording studio best practices, audio editing, DAW (digital multi-track) production, and mixing.
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Motion graphics can be found in a wide range of media: broadcast, web, animation, and film to name a few. This course will allow students to explore the elements of time and space to convey messages and meaning through type, image, and sound for the screen. Individual creativity will be stressed as well as the understanding and use of industry-standard software for developing motion graphics. | Prerequisite: DM-UY 1123
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
This course provides an overview of image making and presentation techniques, from still to moving. Students will also be introduced to experimental image making. This course will cover introductory still and video camera use, as well as how to begin integrating image within media. Students will gain practical and analytical skills through workshops, assignments, critiques, technical instruction, readings, screenings, and discussions.
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
In this class, the creative process will be investigated in order to generate ideas for art, design, technology, and business endeavors. The course will show how ideation, design research & thinking, and prototyping can inspire, inform, and bring depth to what one ultimately creates. Students will expand their arsenal of design research skills, learn how to think critically about their audience, content, form, and processes, as well as, understand the importance of utilizing more than one research and design strategy.
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Mon,Wed
This course explores various image editing techniques and outputs, utilizing various styles of text, including fiction and non-fiction. The assignments foreground how text influences viewers’ perception of images, and how images can enrich a body of writing. Students will use a range of production skills to create work — using After Effects for animation, HTML/CSS for website creation, book and print design, and archival printing methods. All projects are accompanied by readings that provide historical and theoretical grounding to support the concepts explored through practice. An emphasis on refining technical and aesthetic photography skills are central throughout the semester. Prerequisites: DM-UY 2183 or DM-UY 2263
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu,Mon,Wed
This class introduces the principles of 2D and 3D computer-game design. Students learn the range of game types and understand their conceptual building blocks. Students complete a structured sequence of assignments toward the completion of a new-game design. Students prepare, through a staged sequence of assignments, a fully worked-out design for an original game. Criteria include storyline quality, graphics quality and appropriateness of design to the game concept originality. For games with an educational or instructional purpose, clarity and effectiveness for the target audience is considered. | Prerequisite: DM-UY 1133
Integrated Digital Media (Undergraduate)
3 credits – 15 Weeks