COMP Courses

Here is information about COMP class enrollment for fall 2025. Classes with no meeting time listed are not shown. Feel free to contact me with any questions/comments/issues. I am happy to add any departments that are missing from these listings, just reach out to ask!

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Data last updated: 2025-04-29 11:34:49.498749

Class Number	Class	Meeting Time	Instructor	Room	Unreserved Enrollment	Reserved Enrollment	Total Enrollment	Wait List
14610	COMP 89H - 063 First -Year Seminar: Special Topics	TuTh 3:30PM - 4:45PM	PRASUN DEWAN	Sitterson Hall (inc-Rm SN115	0/24	Seats filled	0/24
Description: Special topics course. Content will vary each semester. 3 units.
8047	COMP 110 - 001 Introduction to Programming	MoWeFr 9:05AM - 9:55AM	Izzi Hinks	Hamilton Hall-Rm 0100	Seats filled	Seats filled	131/131	78/999
Description: Prerequisite, A C or better in one of the following courses: MATH 130, 152, 210, 231, 129P, or PHIL 155, or STOR 120, 151, 155. Introduces students to programming from a computational perspective. With an emphasis on modern applications in society, students gain experience with problem decomposition, algorithms for data analysis, abstraction design, and ethics in computing. No prior programming experience expected. Foundational concepts include data types, sequences, boolean logic, control flow, functions/methods, recursion, classes/objects, input/output, and data organization and transformations. Students may not enroll in COMP 110 after receiving credit for COMP 210. 3 units.
9326	COMP 110 - 002 Introduction to Programming	MoWeFr 11:15AM - 12:05PM	Izzi Hinks	Genome Sciences Bui-Rm G100	Seats filled	Seats filled	131/131	90/999
Description: Prerequisite, A C or better in one of the following courses: MATH 130, 152, 210, 231, 129P, or PHIL 155, or STOR 120, 151, 155. Introduces students to programming from a computational perspective. With an emphasis on modern applications in society, students gain experience with problem decomposition, algorithms for data analysis, abstraction design, and ethics in computing. No prior programming experience expected. Foundational concepts include data types, sequences, boolean logic, control flow, functions/methods, recursion, classes/objects, input/output, and data organization and transformations. Students may not enroll in COMP 110 after receiving credit for COMP 210. 3 units.
13016	COMP 110 - 003 Introduction to Programming	TuTh 12:30PM - 1:45PM	Alyssa Byrnes	Hamilton Hall-Rm 0100	Seats filled	Seats filled	131/131	92/999
Description: Prerequisite, A C or better in one of the following courses: MATH 130, 152, 210, 231, 129P, or PHIL 155, or STOR 120, 151, 155. Introduces students to programming from a computational perspective. With an emphasis on modern applications in society, students gain experience with problem decomposition, algorithms for data analysis, abstraction design, and ethics in computing. No prior programming experience expected. Foundational concepts include data types, sequences, boolean logic, control flow, functions/methods, recursion, classes/objects, input/output, and data organization and transformations. Students may not enroll in COMP 110 after receiving credit for COMP 210. 3 units.
15600	COMP 116 - 001 Introduction to Scientific Programming	MoWe 4:40PM - 5:55PM	Samuel Ehrenstein	Sitterson Hall (inc-Rm SN014	8/100	Seats filled	8/100
Description: Prerequisite, A grade of C or better in one of the following courses: MATH 130, 152, 210, 231, 129P, or PHIL 155, or STOR 120, 151, 155. An introduction to programming for computationally oriented scientists. Fundamental programming skills, typically using MATLAB or Python. Problem analysis and algorithm design with examples drawn from simple numerical and discrete problems. 3 units.
7623	COMP 126 - 001 Practical Web Design and Development for Everyone	TuTh 2:00PM - 3:15PM	Tessa Joseph-Nicholas	Sitterson Hall (inc-Rm SN14	Seats filled	Seats filled	120/120	36/999
Description: A ground-up introduction to current principles, standards, and best practice in website design, usability, accessibility, development, and management through project-based skills development in HTML5, CSS, and basic JavaScript. Intended for nonmajors. 3 units.
8834	COMP 210 - 001 Data Structures and Analysis	TuTh 11:00AM - 12:15PM	Muhammad Ghani	Global Education, F-Rm 1015	58/160	Seats filled	58/160	0/999
Description: Prerequisites, COMP 110 and MATH 231; a grade of C or better is required; Pre- or corequisites, COMP 283 or MATH 381 or STOR 315. This course will teach you how to organize the data used in computer programs so that manipulation of that data can be done efficiently on large problems and large data instances. Rather than learning to use the data structures found in the libraries of programming languages, you will be learning how those libraries are constructed, and why the items that are included in them are there (and why some are excluded). 3 units.
10180	COMP 210 - 002 Data Structures and Analysis	TuTh 2:00PM - 3:15PM	Muhammad Ghani	Stone Center-Rm 0103	37/160	Seats filled	37/160	0/999
Description: Prerequisites, COMP 110 and MATH 231; a grade of C or better is required; Pre- or corequisites, COMP 283 or MATH 381 or STOR 315. This course will teach you how to organize the data used in computer programs so that manipulation of that data can be done efficiently on large problems and large data instances. Rather than learning to use the data structures found in the libraries of programming languages, you will be learning how those libraries are constructed, and why the items that are included in them are there (and why some are excluded). 3 units.
8833	COMP 211 - 001 Systems Fundamentals	MoWeFr 3:35PM - 4:25PM	Connor McMahon	Carroll Hall-Rm 0111	Seats filled	Seats filled	208/208	15/999
Description: Prerequisite, COMP 210; COMP 283 or MATH 381 or STOR 315; a grade of C or better is required in both prerequisite courses . This is the first course in the introductory systems sequence. Students enter the course having taken an introductory programming course in a high-level programming language (COMP 110) and a course in discrete structures. The overarching goal is to bridge the gap between a students' knowledge of a high-level programming language (COMP 110) and computer organization (COMP 311). 3 units.
12406	COMP 211 - 002 Systems Fundamentals	MoWeFr 4:40PM - 5:30PM	Connor McMahon	Carroll Hall-Rm 0111	66/208	Seats filled	66/208	0/999
Description: Prerequisite, COMP 210; COMP 283 or MATH 381 or STOR 315; a grade of C or better is required in both prerequisite courses . This is the first course in the introductory systems sequence. Students enter the course having taken an introductory programming course in a high-level programming language (COMP 110) and a course in discrete structures. The overarching goal is to bridge the gap between a students' knowledge of a high-level programming language (COMP 110) and computer organization (COMP 311). 3 units.
7857	COMP 227 - 001 Effective Peer Teaching in Computer Science	TuTh 12:30PM - 1:45PM	Tessa Joseph-Nicholas	Sitterson Hall (inc-Rm SN11	0/30	Seats filled	0/30	0/999
Description: Pre- or corequisite, COMP 210 or 401. Fundamentals of computer science pedagogy and instructional practice with primary focus on training undergraduate learning assistants for computer science courses. Emphasis on awareness of social identity in learning, active learning in the computer science classroom, and effective mentorship. All students must be granted a computer science learning assistantship or obtain prior approval to substitute relevant practicum experience prior to enrollment. 3 units.
6492	COMP 283 - 001 Discrete Structures	TuTh 5:00PM - 6:15PM	Jack Snoeyink	Carroll Hall-Rm 0111	21/135	Seats filled	21/135	0/999
Description: Prerequisite, MATH 231 or MATH 241; a grade of C or better is required. Introduces discrete structures (sets, tuples, relations, functions, graphs, trees) and the formal mathematics (logic, proof, induction) used to establish their properties and those of algorithms that work with them. Develops problem-solving skills through puzzles and applications central to computer science. 3 units.
9951	COMP 283H - 001 Discrete Structures	TuTh 5:00PM - 6:15PM	Jack Snoeyink	Carroll Hall-Rm 0111	Seats filled	0/18	0/18	0/999
Description: Prerequisite, MATH 231 or MATH 241; a grade of C or better is required. Introduces discrete structures (sets, tuples, relations, functions, graphs, trees) and the formal mathematics (logic, proof, induction) used to establish their properties and those of algorithms that work with them. Develops problem-solving skills through puzzles and applications central to computer science. 3 units.
9409	COMP 301 - 001 Foundations of Programming	MoWe 1:25PM - 2:40PM	Prairie Goodwin	Global Education, F-Rm 1015	Seats filled	Seats filled	198/198	21/999
Description: Prerequisite, COMP 210; COMP 283 or MATH 381 or STOR 315; a grade of C or better is required in both prerequisite courses . Students will learn how to reason about how their code is structured, identify whether a given structure is effective in a given context, and look at ways of organizing units of code that support larger programs. In a nutshell, the primary goal of the course is to equip students with tools and techniques that will help them not only in later courses in the major but also in their careers afterwards. 3 units.
13015	COMP 301 - 002 Foundations of Programming	MoWe 11:15AM - 12:30PM	Prairie Goodwin	Sitterson Hall (inc-Rm SN014	32/125	Seats filled	32/125	0/999
Description: Prerequisite, COMP 210; COMP 283 or MATH 381 or STOR 315; a grade of C or better is required in both prerequisite courses . Students will learn how to reason about how their code is structured, identify whether a given structure is effective in a given context, and look at ways of organizing units of code that support larger programs. In a nutshell, the primary goal of the course is to equip students with tools and techniques that will help them not only in later courses in the major but also in their careers afterwards. 3 units.
8835	COMP 311 - 001 Computer Organization	TuTh 2:00PM - 3:15PM	Kaki Ryan	Chapman Hall-Rm 0201	Seats filled	144/150	144/150	55/999
Description: Prerequisite, COMP 211; a grade of C or better is required. Introduction to computer organization and design. Students will be introduced to the conceptual design of a basic microprocessor, along with assembly programming. The course includes fundamental concepts such as binary numbers, binary arithmetic, and representing information as well as instructions. Students learn to program in assembly (i.e., machine) language. The course covers the fundamentals of computer hardware design, transistors and logic gates, progressing through basic combinational and sequential components, culminating in the conceptual design CPU. 3 units.
14800	COMP 311 - 002 Computer Organization	TuTh 11:00AM - 12:15PM	Leonard McMillan	Manning Hall-Rm 0209	Seats filled	6/150	6/150	16/999
Description: Prerequisite, COMP 211; a grade of C or better is required. Introduction to computer organization and design. Students will be introduced to the conceptual design of a basic microprocessor, along with assembly programming. The course includes fundamental concepts such as binary numbers, binary arithmetic, and representing information as well as instructions. Students learn to program in assembly (i.e., machine) language. The course covers the fundamentals of computer hardware design, transistors and logic gates, progressing through basic combinational and sequential components, culminating in the conceptual design CPU. 3 units.
6711	COMP 380 - 001 Technology, Ethics, & Culture	TuTh 9:30AM - 10:45AM	Tessa Joseph-Nicholas	Greenlaw Hall-Rm 0101	Seats filled	Seats filled	80/80	94/999
Description: This discussion-based, participatory course explores the personal, sociocultural, and ethical effects and implications of the development and use of computing technologies and the Internet. 3 units.
4475	COMP 421 - 001 Files and Databases	MoWe 12:20PM - 1:35PM	Benjamin Berg	Murphey Hall-Rm 0116	Seats filled	Seats filled	100/100	25/999
Description: Prerequisites, COMP 210, 211, and 301; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Placement of data on secondary storage. File organization. Database history, practice, major models, system structure and design. Previously offered as COMP 521. 3 units.
13165	COMP 426 - 001 Modern Web Programming	TuTh 3:30PM - 4:45PM	Ajay Gandecha	Hanes Art Center-Rm 0121	Seats filled	Seats filled	175/175	38/999
Description: Prerequisites, COMP 211 and 301; or COMP 401 and 410; a grade of C or better is required in all prerequisite courses. Developing applications for the World Wide Web including both client-side and server-side programming. Emphasis on Model-View-Controller architecture, AJAX, RESTful Web services, and database interaction. 3 units.
14613	COMP 431 - 001 Internet Services and Protocols	TuTh 11:00AM - 12:15PM	Jasleen Kaur	Sitterson Hall (inc-Rm SN011	11/40	Seats filled	21/50	0/999
Description: Prerequisites, COMP 210, 211, and 301; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Application-level protocols HTTP, SMTP, FTP, transport protocols TCP and UDP, and the network-level protocol IP. Internet architecture, naming, addressing, routing, and DNS. Sockets programming. Physical-layer technologies. Ethernet, ATM, and wireless. 3 units.
15402	COMP 431 - 002 Internet Services and Protocols	TuTh 11:00AM - 12:15PM	Jasleen Kaur	Sitterson Hall (inc-Rm SN011	Seats filled	Seats filled	10/10	0/999
Description: Prerequisites, COMP 210, 211, and 301; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Application-level protocols HTTP, SMTP, FTP, transport protocols TCP and UDP, and the network-level protocol IP. Internet architecture, naming, addressing, routing, and DNS. Sockets programming. Physical-layer technologies. Ethernet, ATM, and wireless. 3 units.
10813	COMP 433 - 001 Mobile Computing Systems	TuTh 11:00AM - 12:15PM	Shahriar Nirjon	Sitterson Hall (inc-Rm SN14	28/60	Seats filled	43/75	1/999
Description: Prerequisites, COMP 210, 211, and 301; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Principles of mobile applications, mobile OS, mobile networks, and embedded sensor systems. Coursework includes programming assignments, reading from recent research literature, and a semester long project on a mobile computing platform (e.g., Android, Arduino, iOS, etc.). 3 units.
12311	COMP 435 - 001 Computer Security Concepts	MoWe 2:30PM - 3:45PM	Kaki Ryan	Sitterson Hall (inc-Rm SN014	Seats filled	Seats filled	60/60	31/999
Description: Prerequisites, COMP 210, 211, and 301; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Introduction to topics in computer security including confidentiality, integrity, availability, authentication policies, basic cryptography and cryptographic protocols, ethics, and privacy. A student may not receive credit for this course after receiving credit for COMP 535. 3 units.
4474	COMP 455 - 001 Models of Languages and Computation	TuTh 9:30AM - 10:45AM	Alyssa Byrnes	Global Education, F-Rm 1015	Seats filled	Seats filled	150/150	30/999
Description: Prerequisites, COMP 210 or 410 and COMP 283 or MATH 381 or STOR 315; a grade of C or better in all prerequisite courses is required. Introduction to the theory of computation. Finite automata, regular languages, pushdown automata, context-free languages, and Turing machines. Undecidable problems. 3 units.
8755	COMP 455 - 002 Models of Languages and Computation	TuTh 2:00PM - 3:15PM	Kevin Sun	Murphey Hall-Rm 0116	69/138	Seats filled	81/150	3/999
Description: Prerequisites, COMP 210 or 410 and COMP 283 or MATH 381 or STOR 315; a grade of C or better in all prerequisite courses is required. Introduction to the theory of computation. Finite automata, regular languages, pushdown automata, context-free languages, and Turing machines. Undecidable problems. 3 units.
7622	COMP 475 - 001 2D Computer Graphics	MoWe 9:05AM - 10:20AM	Mike Reed	Sitterson Hall (inc-Rm SN14	39/48	Seats filled	51/60	1/999
Description: Prerequisites, COMP 210, 211, and 301; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Fundamentals of modern software 2D graphics; geometric primitives, scan conversion, clipping, transformations, compositing, texture sampling. Advanced topics may include gradients, antialiasing, filtering, parametric curves, and geometric stroking. 3 units.
14614	COMP 520 - 001 Compilers	MoWe 12:20PM - 1:35PM	Cynthia Sturton	Sitterson Hall (inc-Rm FB009	-3/60	14/15	11/75	0/999
Description: Prerequisites, COMP 301, 311, and 455 or COMP 410, 411, and 455; a grade of C or better is required in all prerequisite courses. Design and construction of compilers. Theory and pragmatics of lexical, syntactic, and semantic analysis. Interpretation. Code generation for a modern architecture. Run-time environments. Includes a large compiler implementation project. 3 units.
4476	COMP 523 - 001 Software Engineering Laboratory	MoWe 2:30PM - 3:45PM	Paul Stotts	Sitterson Hall (inc-Rm FB009	Seats filled	Seats filled	60/60	10/999
Description: Prerequisites, COMP 301 and 311; or COMP 401, 410, and 411; as well as at least two chosen from COMP 421, 426, 431, 433, 520, 530, 535, 575, 580, 590. Organization and scheduling of software engineering projects, structured programming, and design. Each team designs, codes, and debugs program components and synthesizes them into a tested, documented program product. 4 units.
8382	COMP 524 - 001 Programming Language Concepts	TuTh 12:30PM - 1:45PM	PRASUN DEWAN	Sitterson Hall (inc-Rm FB009	1/48	3/12	4/60	0/999
Description: Prerequisite, COMP 301 or COMP 401; a grade of C or better is required in all prerequisite courses. Concepts of high-level programming and their realization in specific languages. Data types, scope, control structures, procedural abstraction, classes, concurrency. Run-time implementation. 3 units.
4477	COMP 530 - 001 Operating Systems	MoWe 10:10AM - 11:25AM	Donald Porter	Sitterson Hall (inc-Rm FB009	51/60	Seats filled	66/75	0/999
Description: Prerequisites, COMP 301 and 311; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Types of operating systems. Concurrent programming. Management of storage, processes, devices. Scheduling, protection. Case study. Course includes a programming laboratory. 3 units.
10817	COMP 537 - 001 Cryptography	TuTh 2:00PM - 3:15PM	SABA ESKANDARIAN	Sitterson Hall (inc-Rm FB009	27/48	Seats filled	39/60	0/999
Description: Prerequisites, COMP 211 and COMP 301; permission of the instructor for students lacking the prerequisites. Introduces both the applied and theoretical sides of cryptography. Main focus will be on the inner workings of cryptographic primitives and how to use them correctly. Begins with standard cryptographic tools such as symmetric and public-key encryption, message authentication, key exchange, and digital signatures before moving on to more advanced topics. Potential advanced topics include elliptic curves, post-quantum cryptography, and zero-knowledge proofs. 3 units.
12423	COMP 541 - 600 Digital Logic and Computer Design	Fr 11:15AM - 12:30PM	To be Announced	Sitterson Hall (inc-Rm FB007	0/45	Seats filled	0/45	0/999
Description: Prerequisites, COMP 301 and 311; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. This course is an introduction to digital logic as well as the structure and electronic design of modern processors. Students will implement a working computer during the laboratory sessions. 0 units.
4478	COMP 550 - 001 Algorithms and Analysis	TuTh 12:30PM - 1:45PM	Kevin Sun	Murphey Hall-Rm 0116	118/120	Seats filled	148/150	1/999
Description: Prerequisites, COMP 211 and 301; or COMP 410; a grade of C or better is required in all prerequisite courses. Formal specification and verification of programs. Techniques of algorithm analysis. Problem-solving paradigms. Survey of selected algorithms. 3 units.
8458	COMP 550 - 002 Algorithms and Analysis	TuTh 11:00AM - 12:15PM	Parasara Sridhar Duggirala	Murphey Hall-Rm 0116	-1/0	15/150	14/150	2/999
Description: Prerequisites, COMP 211 and 301; or COMP 410; a grade of C or better is required in all prerequisite courses. Formal specification and verification of programs. Techniques of algorithm analysis. Problem-solving paradigms. Survey of selected algorithms. 3 units.
14725	COMP 560 - 001 Artificial Intelligence	TuTh 5:00PM - 6:15PM	Jorge Silva	Sitterson Hall (inc-Rm SN14	25/96	Seats filled	49/120	0/999
Description: Prerequisites, COMP 211 and 301; or COMP 401 and 410; as well as MATH 231; a grade of C or better is required in all prerequisite courses. Introduction to techniques and applications of modern artificial intelligence. Combinatorial search, probabilistic models and reasoning, and applications to natural language understanding, robotics, and computer vision. 3 units.
15050	COMP 562 - 001 Introduction to Machine Learning	TuTh 11:00AM - 12:15PM	Brent Munsell	Global Education, F-Rm 1005	27/48	Seats filled	39/60	1/999
Description: Prerequisites, COMP 211 and 301; or COMP 401 and 410; as well as MATH 233, 347, and STOR 435 or STOR 535 or BIOS 650; a grade of C or better is required in all prerequisite courses; permission of the instructor for students lacking the prerequisites. Machine learning as applied to speech recognition, tracking, collaborative filtering, and recommendation systems. Classification, regression, support vector machines, hidden Markov models, principal component analysis, and deep learning. 3 units.
14616	COMP 572 - 001 Computational Photography	TuTh 12:30PM - 1:45PM	MONTEK SINGH	Sitterson Hall (inc-Rm SN14	33/60	Seats filled	48/75	0/999
Description: Prerequisites, COMP 301; or COMP 401 and 410; as well as MATH 347 or 577; a grade of C or better is required in all prerequisite courses. The course provides a hands on introduction to techniques in computational photography--the process of digitally recording light and then performing computational manipulations on those measurements to produce an image or other representation. The course includes an introduction to relevant concepts in computer vision and computer graphics. 3 units.
9945	COMP 581 - 001 Introduction to Robotics	TuTh 9:30AM - 10:45AM	RON ALTEROVITZ	Sitterson Hall (inc-Rm FB009	10/48	Seats filled	22/60	0/999
Description: Prerequisites, COMP 301 and 311; or COMP 401, 410, and 411; a grade of C or better is required in all prerequisite courses. Hands-on introduction to robotics with a focus on the computational aspects. Students will build and program mobile robots. Topics include kinematics, actuation, sensing, configuration spaces, control, and motion planning. Applications include industrial, mobile, personal, and medical robots. 3 units.
11232	COMP 590 - 059 Special Topics: Special topics: Programming Methods, Models, Languages, and Analysis	MoWe 12:20PM - 1:35PM	Paul Stotts	Sitterson Hall (inc-Rm SN14	24/72	Seats filled	42/90	0/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
15239	COMP 590 - 080 Special Topics: Video Compression and Streaming	TuTh 3:30PM - 4:45PM	KETAN MAYER-PATEL	Sitterson Hall (inc-Rm SN014	Seats filled	Seats filled	30/30	3/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
12624	COMP 590 - 158 Special Topics: Special topics in Natural Language Processing	Mo 10:10AM - 12:40PM	Snigdha Chaturvedi	Sitterson Hall (inc-Rm SN115	6/8	Seats filled	8/10	2/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
15051	COMP 590 - 159 Special Topics: Interactive Computer Graphics using WebGL and HTML5	TuTh 2:00PM - 3:15PM	Brent Munsell	Peabody Hall-Rm 1040	10/64	Seats filled	26/80	1/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
14796	COMP 590 - 173 Special Topics: Information Visualization	MoWe 2:30PM - 3:45PM	Jade Kandel	Sitterson Hall (inc-Rm SN11	16/24	Seats filled	22/30	1/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
14789	COMP 590 - 175 Special Topics: Visual Computing Systems	TuTh 3:30PM - 4:45PM	Praneeth Chakravarthula	Sitterson Hall (inc-Rm FB007	0/20	0/5	0/25	0/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
10480	COMP 590 - 177 Special Topics: Introduction to Computer Vision	TuTh 3:30PM - 4:45PM	Roni Sengupta	Sitterson Hall (inc-Rm FB009	14/48	Seats filled	26/60	1/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
14790	COMP 590 - 187 Special Topics: Building the Infinite Brain	MoWe 2:30PM - 3:45PM	Raghavendra Pradyumna Pothukuchi	Sitterson Hall (inc-Rm FB007	Seats filled	Seats filled	25/25	4/999
Description: Prerequisites, COMP 211 and COMP 301. This course has variable content and may be taken multiple times for credit. Different sections may be taken in the same semester. 3 units.
12390	COMP 664 - 001 Deep Learning	TuTh 11:00AM - 12:15PM	Shashank Srivastava	Sitterson Hall (inc-Rm FB009	52/60	Seats filled	52/60	0/999
Description: Prerequisites, COMP 562, COMP 755, or STOR 565 and MATH 201, 347, or 577 and MATH 233 or 522; permission of the instructor for student lacking the prerequisites. Introduction to the field of deep learning and its applications. Basics of building and optimizing neural networks, including model architectures and training schemes. 3 units.
14635	COMP 737 - 001 Real-Time Systems	TuTh 2:00PM - 3:15PM	JAMES ANDERSON	Sitterson Hall (inc-Rm FB007	5/30	Seats filled	5/30	0/999
Description: Prerequisite, COMP 530. Taxonomy and evolution of real-time systems. Timing constraints. Design, implementation, and analysis of real-time systems. Theory of deterministic scheduling and resource allocation. Case studies and project. 3 units.
6786	COMP 750 - 001 Algorithm Analysis	TuTh 11:00AM - 12:15PM	JAMES ANDERSON	Sitterson Hall (inc-Rm FB007	3/30	Seats filled	3/30	0/999
Description: Prerequisites, COMP 455 and 550. Algorithm complexity. Lower bounds. The classes P, NP, PSPACE, and co-NP; hard and complete problems. Pseudo-polynomial time algorithms. Advanced data structures. Graph-theoretic, number-theoretic, probabilistic, and approximation algorithms. 3 units.
10818	COMP 755 - 001 Machine Learning	TuTh 12:30PM - 1:45PM	Junier Oliva	Sitterson Hall (inc-Rm FB007	6/30	Seats filled	6/30	0/999
Description: Prerequisites, MATH 347/547, or 577, and STOR 435; a grade of C or better is required in all prerequisite courses. Machine Learning methods are aimed at developing systems that learn from data. The course covers data representations suitable for learning, mathematical underpinnings of the learning methods and practical considerations in their implementations. 3 units.
11295	COMP 790 - 150 Special Topics: Efficient Deep Learning	TuTh 2:00PM - 3:15PM	Tianlong Chen	Sitterson Hall (inc-Rm SN011	13/30	Seats filled	13/30	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
12506	COMP 790 - 158 Special Topics: Special topics in Natural Language Processing	Mo 10:10AM - 12:40PM	Snigdha Chaturvedi	Sitterson Hall (inc-Rm SN115	5/20	Seats filled	5/20	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
10822	COMP 790 - 173 Special Topics: Special Topics in HCI	MoWe 12:20PM - 1:35PM	Danielle Szafir	Sitterson Hall (inc-Rm FB007	10/30	Seats filled	10/30	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
12404	COMP 790 - 175 Special Topics: Visual Computing Systems	TuTh 3:30PM - 4:45PM	Praneeth Chakravarthula	Sitterson Hall (inc-Rm FB007	5/25	Seats filled	5/25	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
12410	COMP 790 - 183 Special Topics: Transfer Learning	MoWe 2:30PM - 3:45PM	Huaxiu Yao	Sitterson Hall (inc-Rm SN011	10/40	Seats filled	10/40	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
12405	COMP 790 - 185 Special Topics: Research Topics in Computer Security	TuTh 12:30PM - 1:45PM	Andrew Kwong	Sitterson Hall (inc-Rm SN115	10/25	Seats filled	10/25	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
14792	COMP 790 - 186 Special Topics: Robot Learning	MoWe 10:10AM - 11:25AM	Mingyu Ding	Sitterson Hall (inc-Rm SN11	11/25	Seats filled	11/25	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
15033	COMP 790 - 187 Special Topics: Building the Infinite Brain	MoWe 2:30PM - 3:45PM	Raghavendra Pradyumna Pothukuchi	Sitterson Hall (inc-Rm FB007	5/25	Seats filled	5/25	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
14794	COMP 790 - 188 Special Topics: Topics in Applied Cryptography	TuTh 3:30PM - 4:45PM	Julia Len	Sitterson Hall (inc-Rm SN11	8/30	Seats filled	8/30	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
15031	COMP 790 - 189 Special Topics: Theoretical Foundations of Machine Learning	MoWe 4:40PM - 5:55PM	Zhun Deng	Sitterson Hall (inc-Rm FB007	16/40	Seats filled	16/40	0/999
Description: Permission of the instructor. This course has variable content and may be taken multiple times for credit. 3 units.
4482	COMP 991 - 006 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	STEPHEN PIZER	TBA	0/20	Seats filled	0/20	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5515	COMP 991 - 011 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	HENRY FUCHS	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8543	COMP 991 - 040 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	KEVIN JEFFAY	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8544	COMP 991 - 058 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8545	COMP 991 - 059 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Paul Stotts	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5516	COMP 991 - 062 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	JAMES ANDERSON	TBA	0/15	Seats filled	0/15	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5517	COMP 991 - 063 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	PRASUN DEWAN	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8546	COMP 991 - 079 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Jack Snoeyink	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8547	COMP 991 - 080 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	KETAN MAYER-PATEL	TBA	0/6	Seats filled	0/6	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8548	COMP 991 - 082 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Stanley Ahalt	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
7915	COMP 991 - 084 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	MONTEK SINGH	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8549	COMP 991 - 086 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Tessa Joseph-Nicholas	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5518	COMP 991 - 087 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Leonard McMillan	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8550	COMP 991 - 088 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Jasleen Kaur	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5519	COMP 991 - 091 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8551	COMP 991 - 093 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
6133	COMP 991 - 094 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Martin Styner	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5520	COMP 991 - 095 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5521	COMP 991 - 097 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5522	COMP 991 - 098 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	MARC NIETHAMMER	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
5523	COMP 991 - 099 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	RON ALTEROVITZ	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9112	COMP 991 - 101 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
6141	COMP 991 - 104 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8552	COMP 991 - 126 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
6887	COMP 991 - 132 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Cynthia Sturton	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8553	COMP 991 - 133 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
6892	COMP 991 - 134 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
7219	COMP 991 - 136 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Shahriar Nirjon	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8689	COMP 991 - 137 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Ashok Krishnamurthy	TBA	0/2	Seats filled	0/2	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
7923	COMP 991 - 138 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Donald Porter	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
7540	COMP 991 - 139 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Mohit Bansal	TBA	0/20	Seats filled	0/20	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8229	COMP 991 - 142 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Junier Oliva	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8554	COMP 991 - 144 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Parasara Sridhar Duggirala	TBA	1/5	Seats filled	1/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8555	COMP 991 - 145 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8277	COMP 991 - 146 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8556	COMP 991 - 147 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9041	COMP 991 - 148 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Samarjit Chakraborty	TBA	1/6	Seats filled	1/6	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8666	COMP 991 - 151 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	David Gotz	TBA	0/2	Seats filled	0/2	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
8629	COMP 991 - 157 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Shashank Srivastava	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9040	COMP 991 - 158 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Snigdha Chaturvedi	TBA	0/6	Seats filled	0/6	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9160	COMP 991 - 159 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	To be Announced	TBA	0/3	Seats filled	0/3	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9029	COMP 991 - 164 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Pew-Thian Yap	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9546	COMP 991 - 166 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Natalie Stanley	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
10574	COMP 991 - 167 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	GUORONG WU	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9715	COMP 991 - 170 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Gedas Bertasius	TBA	0/6	Seats filled	0/6	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9660	COMP 991 - 171 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	SABA ESKANDARIAN	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
10580	COMP 991 - 172 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Daniel Szafir	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9744	COMP 991 - 173 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Danielle Szafir	TBA	0/6	Seats filled	0/6	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
9763	COMP 991 - 175 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Praneeth Chakravarthula	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
10537	COMP 991 - 177 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Roni Sengupta	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
11469	COMP 991 - 178 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Benjamin Berg	TBA	0/5	Seats filled	0/5	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
11439	COMP 991 - 183 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Huaxiu Yao	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
11470	COMP 991 - 184 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Andrew Kwong	TBA	1/8	Seats filled	1/8	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
11463	COMP 991 - 185 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Harlin Lee	TBA	0/4	Seats filled	0/4	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
11518	COMP 991 - 186 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Alex McAvoy	TBA	0/6	Seats filled	0/6	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
13217	COMP 991 - 187 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Tianlong Chen	TBA	1/10	Seats filled	1/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
13218	COMP 991 - 188 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Prairie Goodwin	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.
13221	COMP 991 - 189 Reading and Research	MoTuWeThFr 8:00AM - 8:50AM	Izzi Hinks	TBA	0/10	Seats filled	0/10	0/999
Description: Permission of the instructor. Directed reading and research in selected advanced topics. 1 - 21 units.