collapse allexpand all
Computer Science (CSCI)
- http://www.cs.usc.edu/
- D class assignments available; URL: http://www.cs.usc.edu/students/d-clearance/.
- Students may find information on how to request D-Clearance on our website: www.cs.usc.edu/students/d-clearance/. Only declared Computer Science students should be requesting courses via myviterbi.usc.edu. in the "D-Clearance Request Manager". To be enrolled in an off-campus course, you MUST also be enrolled in the Distance Education Network (DEN). For more information, call 213-740-4488 or go to den.usc.edu. DEN courses are indicated by a location of DEN@Viterbi. For general questions regarding CSCI courses, you may email csdept@usc.edu.
A behind-the-scenes overview of the computational/algorithmic principles that form the basis of today's digital society. Exploration areas include social media, web search, videogames and location-based services.
- General Education: This course satisfies the university's general education requirement.
- Note: This is a GE-F Quantitative Reasoning course for NON-MAJORS. No credit will be awarded to CSCI, CECS, CSGM, or CSBA majors.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30211R | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 59 of 60 | Sathyanaraya Raghavachary | SAL101 | ||
30212R | 001 | Lab | 12:00-12:50pm | Wednesday | 29 of 30 | MRF229 | |||
30213R | 001 | Lab | 1:00-1:50pm | Wednesday | 30 of 31 | MRF229 |
Fundamental concepts of algorithmic thinking as a primer to programming. Introduction to C++.
- Note: D Clearance Request Form: forms.gle/25nRzyPS3ruRhxpT6
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29918D | 001 | Lecture | 2:00-2:50pm | Mon, Wed | 120 of 127 | Mark Redekopp | SAL101 | PDF (330979 KB) | |
30235D | 001 | Lecture | 1:00-1:50pm | Mon, Wed | 138 of 146 | Mark Redekopp | SAL101 | PDF (330979 KB) | |
30010R | 001 | Lab | 5:00-5:50pm | Tuesday | 15 of 16 | HED103 | |||
30011R | 001 | Lab | 12:00-12:50pm | Tuesday | 19 of 20 | THH207 | |||
30012R | 001 | Lab | 12:00-12:50pm | Tuesday | 10 of 13 | THH219 | |||
30013R | 001 | Lab | 11:00-11:50am | Wednesday | 14 of 16 | SOSB45 | |||
30018R | 001 | Lab | 12:00-12:50pm | Wednesday | 14 of 14 | DMC207 | |||
30021R | 001 | Lab | 12:00-12:50pm | Wednesday | 19 of 20 | MRF206 | |||
30080R | 001 | Lab | 5:00-5:50pm | Tuesday | 11 of 16 | DMC104 | |||
30081R | 001 | Lab | 12:00-12:50pm | Tuesday | 12 of 13 | WPH204 | |||
30082R | 001 | Lab | 12:00-12:50pm | Tuesday | 13 of 13 | SOSB51 | |||
30083R | 001 | Lab | 11:00-11:50am | Wednesday | 15 of 16 | HED103 | |||
30084R | 001 | Lab | 12:00-12:50pm | Wednesday | 16 of 20 | WPH201 | |||
30086R | 001 | Lab | 12:00-12:50pm | Wednesday | 19 of 20 | GFS229 | |||
30088R | 001 | Lab | 10:00-10:50am | Tuesday | 13 of 14 | THH105 | |||
30163R | 001 | Lab | 4:00-4:50pm | Wednesday | 10 of 17 | DMC209 | |||
30364R | 001 | Lab | 10:00-10:50am | Tuesday | 17 of 18 | WPH104 | |||
30365R | 001 | Lab | 4:00-4:50pm | Tuesday | 18 of 20 | KAP167 | |||
30370R | 001 | Lab | 4:00-4:50pm | Tuesday | 19 of 20 | KAP113 | |||
30328R | 001 | Quiz | 7:00-8:50pm | Wednesday | 254 of 273 | THH201 |
Basic datatypes, assignments, control statements (if, switch, for, while), input/output (printf, scanf, cin, cout), functions, arrays, structures, recursion, dynamic memory, file handling. Programming in C/C++.
- Prerequisite: CSCI 102
- Note: Students must complete CSCI 102, or pass its challenge exam, or have AP Computer Science A credit to enroll in this course.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29920D | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 91 of 100 | Andrew Goodney | THH102 | ||
30186D | 001 | Lecture | 2:00-3:20pm | Tue, Thu | 177 of 197 | Andrew Goodney | SGM124 | ||
29902R | 001 | Lab | 3:00-4:50pm | Friday | 28 of 30 | SAL127 | |||
29913R | 001 | Lab | 4:00-5:50pm | Friday | 30 of 30 | SAL109 | |||
29914R | 001 | Lab | 4:00-5:50pm | Friday | 17 of 30 | SAL126 | |||
29924R | 001 | Lab | 2:00-3:50pm | Friday | 28 of 30 | SAL109 | |||
29925R | 001 | Lab | 2:00-3:50pm | Friday | 27 of 30 | SAL126 | |||
29926R | 001 | Lab | 10:00-11:50am | Friday | 26 of 30 | SAL126 | |||
29927R | 001 | Lab | 12:00-1:50pm | Friday | 25 of 30 | SAL126 | |||
30103R | 001 | Lab | 9:00-10:50am | Friday | 28 of 30 | SAL127 | |||
30180R | 001 | Lab | 10:00-11:50am | Friday | 23 of 30 | SAL109 | |||
30193R | 001 | Lab | 5:00-6:50pm | Friday | 10 of 30 | SAL127 | |||
30286R | 001 | Lab | 8:00-9:50am | Friday | 26 of 30 | SAL126 | |||
30024R | 001 | Quiz | 7:00-8:50pm | Thursday | 268 of 297 | TBA |
Introduces the student to standard data structures (linear structures such as linked lists, (balanced) trees, priority queues, and hashtables), using the C++ programming language.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29903D | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 123 of 129 | Aaron Cote | SGM101 | ||
30397D | 001 | Lecture | 9:30-10:50am | Tue, Thu | 120 of 126 | Aaron Cote | SGM124 | ||
29905R | 001 | Lab | 2:00-3:50pm | Tuesday | 30 of 30 | SAL109 | |||
29907R | 001 | Lab | 4:00-5:50pm | Tuesday | 29 of 30 | SAL109 | |||
29932R | 001 | Lab | 12:00-1:50pm | Friday | 22 of 30 | SAL109 | |||
29933R | 001 | Lab | 2:00-3:50pm | Wednesday | 30 of 30 | SAL109 | |||
29937R | 001 | Lab | 5:00-6:50pm | Thursday | 28 of 30 | SAL126 | |||
29938R | 001 | Lab | 12:00-1:50pm | Friday | 17 of 30 | SAL127 | |||
30210R | 001 | Lab | 10:00-11:50am | Wednesday | 30 of 30 | SAL127 | |||
30251R | 001 | Lab | 4:00-5:50pm | Wednesday | 29 of 30 | SAL126 | |||
30252R | 001 | Lab | 12:00-1:50pm | Wednesday | 28 of 30 | SAL126 | |||
30025R | 001 | Quiz | 7:00-8:50pm | Friday | 243 of 255 | TBA |
Sets, functions, series. Big-O notation and algorithm analysis. Propositional and first-order logic. Counting and discrete probability. Graphs and basic graph algorithms. Basic number theory.
- Prerequisite: CSCI 102
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29947D | 001 | Lecture | 5:00-6:20pm | Mon, Wed | 142 of 151 | Shahriar Shamsian | SGM101 | ||
30121D | 001 | Lecture | 6:30-7:50pm | Mon, Wed | 117 of 127 | Shahriar Shamsian | SGM101 | ||
29929R | 001 | Discussion | 4:00-5:50pm | Friday | 24 of 50 | GFS118 | |||
29954R | 001 | Discussion | 2:00-3:50pm | Friday | 49 of 50 | THH114 | |||
29980R | 001 | Discussion | 10:00-11:50am | Friday | 46 of 50 | THH210 | |||
30106R | 001 | Discussion | 12:00-1:50pm | Friday | 48 of 50 | THH114 | |||
30299R | 001 | Discussion | 12:00-1:50pm | Friday | 46 of 50 | THH116 | |||
30300R | 001 | Discussion | 2:00-3:50pm | Friday | 46 of 50 | THH210 | |||
30027R | 001 | Quiz | 7:00-8:50pm | Tuesday | 259 of 278 | TBA |
Object-oriented paradigm for programming-in-the-large in Java; writing sophisticated concurrent applications with animation and graphic user interfaces; using professional tools on team project. Prerequisite: CSCI 104L.
- Prerequisite: CSCI 104
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30389D | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 301 of 319 | Marco Papa | THH101 | PDF (360046 KB) | |
29904R | 001 | Lab | 6:00-7:50pm | Wednesday | 28 of 30 | SAL109 | |||
30107R | 001 | Lab | 12:00-1:50pm | Monday | 30 of 32 | SAL126 | |||
30108R | 001 | Lab | 10:00-11:50am | Monday | 30 of 32 | SAL126 | |||
30134R | 001 | Lab | 4:00-5:50pm | Tuesday | 30 of 32 | SAL126 | |||
30237R | 001 | Lab | 2:00-3:50pm | Tuesday | 31 of 32 | SAL126 | |||
30238R | 001 | Lab | 12:00-1:50pm | Wednesday | 31 of 32 | SAL127 | |||
30239R | 001 | Lab | 10:00-11:50am | Wednesday | 32 of 32 | SAL126 | |||
30241R | 001 | Lab | 6:00-7:50pm | Tuesday | 29 of 30 | SAL109 | |||
30385R | 001 | Lab | 4:00-5:50pm | Wednesday | 30 of 30 | SAL109 | |||
30396R | 001 | Lab | 6:00-7:50pm | Tuesday | 30 of 32 | SAL126 | |||
30028R | 001 | Quiz | 6:00-7:50pm | Friday | 301 of 319 | OFFICE |
Algorithm analysis. Greedy algorithms, divide and conquer, dynamic programming, graph algorithms. NP-completeness and basic recursion theory and undecidability. Sorting lower bounds. Number-theory based cryptography.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30109R | 001 | Lecture | 2:00-3:20pm | Mon, Wed | 272 of 300 | Aaron Cote | THH101 | ||
30361R | 001 | Discussion | 10:00-11:50am | Friday | 99 of 100 | THH301 | |||
30362R | 001 | Discussion | 12:00-1:50pm | Friday | 99 of 100 | THH102 | |||
30363R | 001 | Discussion | 2:00-3:50pm | Friday | 74 of 100 | THH301 | |||
30029R | 001 | Quiz | 7:00-8:50pm | Thursday | 272 of 300 | TBA |
Introduction to the software engineering process and software lifecycle. Covers project management, requirements, architecture, design, implementation, testing, and maintenance phase activities in team based projects. Prerequisites: CSCI 201. Duplicates credit in former CSCI 377.
- Prerequisite: CSCI 201
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30113D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 181 of 185 | Chao Wang | THH201 | PDF (1321564 MB) |
Basic issues in concurrency, deadlock control, synchronization scheduling, memory management, protection and access control, inter-process communication, and structured design. Laboratory experiences with Unix-like operating system. Duplicates credit in CSCI 402.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29969R | 001 | Lecture | 1:00-4:20pm | Friday | 119 of 200 | Tanya Ryutov | SAL101 | ||
29970R | 001 | Quiz | TBA | TBA | 119 of 200 | OFFICE |
Global Internet: design principles, layering, protocol design/analysis.Networked applications, Internet structure/architecture,Protocols for transport/congestion control, network layer/routing,link layer/MAC. Network security. Prerequisites: CSCI 201. Recommended preparation: Familiarity with C and C++.Duplicates credit in EE 450.
- Prerequisite: CSCI 201
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30247D | 001 | Lecture | 12:00-1:50pm | Tue, Thu | 92 of 121 | William Cheng | ZHS159 | PDF (2786 KB) | |
29977R | 001 | Discussion | 11:00-11:50am | Friday | 92 of 121 | SGM101 |
Computer organization; entity abstraction and representation; program execution; code optimization; memory usage; exception handling; processing control; computer performance; hands-on work done in C and assembly.
- Prerequisite: CSCI 104
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30002D | 001 | Lecture | 3:30-4:50pm | Tue, Thu | 97 of 100 | Marco Paolieri | ZHS159 | ||
29916R | 001 | Discussion | 2:00-3:50pm | Friday | 48 of 50 | THH212 | |||
30126R | 001 | Discussion | 12:00-1:50pm | Friday | 49 of 50 | SOSB4 | |||
30285R | 001 | Quiz | 4:00-5:50pm | Friday | 97 of 100 | TBA | |||
29912D | 001 | Lecture | 9:30-10:50am | Tue, Thu | 88 of 100 | Mark Redekopp | MHP101 | ||
30124R | 001 | Discussion | 10:00-11:50am | Friday | 47 of 50 | DMC150 | |||
30125R | 001 | Discussion | 8:00-9:50am | Friday | 41 of 50 | GFS101 | |||
30123R | 001 | Quiz | 4:00-5:50pm | Friday | 88 of 100 | TBA |
Concepts and algorithms underlying the understanding and construction of intelligent systems. Agents, problem solving, search, representation, reasoning, planning, machine learning. Prerequisites: CSCI 104 and CSCI 170. Duplicates credit in former CSCI 460.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30043R | 001 | Lecture | 12:00-1:50pm | Tue, Thu | 215 of 225 | Mohammad Reza Rajati | SGM123 | PDF (176335 KB) | |
29983R | 001 | Quiz | TBA | TBA | 215 of 225 | TBA |
Programming applications with dynamic graphical user interfaces. Topics include events, controls, resources, data bindings, styles and user experience.
- Prerequisite: 1 from (ITP 265 or CSCI 103)
- Crosslist: This course is offered by the ITP department but may qualify for major credit in CSCI. To register, enroll in ITP 368.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31807D | 001 | Lecture | 6:00-9:40pm | Tuesday | 59 of 60 | Allen Almasi | GFS101 |
Underlying concepts and principles required for programming video games (topics include vectors, transformations, 3-D math, geometric primitives, matrices). Prerequisite: CSCI-104 or ITP-365.
- Prerequisite: 1 from (CSCI 104 or ITP 365)
- Crosslist: This course is offered by the ITP department but may qualify for major credit in CSCI. To register, enroll in ITP 380.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
32026D | 001 | Lecture-Lab | 7:00-8:50pm | Tue, Thu | 28 of 36 | Clark Kromenaker | OHE540 | ||
32083D | 001 | Lecture-Lab | 2:00-3:50pm | Tue, Thu | 32 of 37 | Sanjay Madhav | OHE540 | PDF (66470 KB) |
Group project with an outside stakeholder to develop real-world software solutions to large-scale problems. Topics include software engineering, professional preparation, and recent computer science research. Duplicates credit in CSCI 477a and CSCI 477b.
- Prerequisite: (CSCI 270 and CSCI 310)
- Note: This course is only open to undergraduate students. No exceptions.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30227D | 001 | Lecture | 8:00-9:50am | Mon, Wed | 132 of 190 | Victor Adamchik | THH101 |
Concurrency, deadlock control, synchronization, process and thread scheduling, memory management, file systems, security and access control, communication and networking, distributed file systems, data management. Duplicates credit in CSCI 350.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30197D | 001 | Lecture | 12:00-1:50pm | Mon, Wed | 23 of 37 | William Cheng | DMC261 | PDF (3872 KB) | |
30269R | 001 | Discussion | 12:00-12:50pm | Friday | 23 of 37 | ZHS352 | |||
29945D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 39 of 75 | William Cheng | OHE132 | PDF (3872 KB) | |
30267R | 001 | Discussion | 10:00-10:50am | Friday | 39 of 75 | OHE132 | |||
29946D | 014 | Lecture | 10:00-11:50am | Mon, Wed | 20 of 30 | William Cheng | DEN@Viterbi | PDF (3872 KB) | |
30145R | 014 | Discussion | 10:00-10:50am | Friday | 20 of 30 | DEN@Viterbi |
Developing games or technology based on current and relevant special topics.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30242D | 001 | Lecture | 1:00-4:20pm | Wednesday | 24 of 26 | Andrew Nealen | SCI108 | PDF (73517 KB) |
A broad overview of security threats and defenses, security systems and functionalities, as well as current security practices. Includes homeworks and in-class exercises to provide practical experience working with such systems. Prerequisite: CSCI 201.
- Prerequisite: CSCI 201
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29997D | 001 | Lecture | 3:30-5:20pm | Mon, Wed | 49 of 50 | Jelena Mirkovic | DMC102 |
Applications of advanced concepts in C++ including lambda expressions, templates, secure coding, parallel programming, writing performant code, CMake and continuous integration.
- Prerequisite: 1 from (CSCI 104 or ITP 365)
- Crosslist: This course is offered by the ITP department but may qualify for major credit in CSCI. To register, enroll in ITP 435.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31994D | 001 | Lecture | 5:00-6:50pm | Tue, Thu | 35 of 36 | Sanjay Madhav | OHE540 | PDF (67760 KB) |
Designing, building and programming mobile robots; sensors, effectors, basic control theory, control architectures, some advanced topics, illustrations of state-of-the-art. Teamwork; final project tested in a robot contest. Junior standing or higher. Prerequisites: CSCI 103.
- Prerequisite: CSCI 103
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30386D | 001 | Lecture | 11:00-12:20pm | Tue, Thu | 25 of 30 | Heather Culbertson | DMC210 | PDF (323809 KB) | |
29956R | 001 | Lab | 1:00-3:50pm | Tuesday | 15 of 15 | RTH419 | |||
29958R | 001 | Lab | 1:00-3:50pm | Thursday | 10 of 15 | RTH419 |
Network architectures; layered protocols, network service interface; local, wide area, wireless networks; Internet protocols; link protocols; addressing; routing; flow control; software defined network; multimedia networks.
- Restriction: Registration closed to the following class level(s): Freshmen, Sophomore
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 450.
- Note: Register for one lecture, one discussion and quiz
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30500D | 001 | Lecture | 7:30-9:20am | Tue, Thu | 76 of 75 | Ali Zahid | OHE122 | ||
30623R | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 50 of 50 | Ali Zahid | SOSB46 | ||
31186D | 014 | Quiz | 4:00-5:50pm | Friday | 24 of 30 | Ali Zahid | DEN@Viterbi | ||
30545D | 014 | Lecture | 7:30-9:20am | Tue, Thu | 24 of 30 | Ali Zahid | DEN@Viterbi | ||
30546D | 014 | Discussion | 1:00-1:50pm | Friday | 24 of 30 | Ali Zahid | DEN@Viterbi | ||
30454R | 001 | Lecture | 3:30-5:20pm | Tue, Thu | 28 of 48 | Cauligi Raghavendra | KAP144 | PDF (260639 KB) | |
30503R | 001 | Discussion | 5:00-5:50pm | Wednesday | 29 of 48 | Cauligi Raghavendra | GFS101 | ||
30535R | 001 | Quiz | TBA | TBA | 28 of 48 | Cauligi Raghavendra | OFFICE | ||
30504R | 001 | Discussion | 1:00-1:50pm | Friday | 68 of 82 | Ali Zahid | OHE122 | ||
30505R | 001 | Discussion | 11:00-11:50am | Friday | 57 of 70 | Ali Zahid | GFS116 | ||
30684R | 001 | Quiz | 7:00-9:15pm | Friday | 126 of 170 | Ali Zahid | TBA |
Introduction to parallel programming techniques, models and optimization strategies; Application mapping to multi-core, accelerator, GPU and cloud platforms; High Performance Computing and Data Science applications.
- Prerequisite: 1 from (EE 355 or CSCI 201)
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 451.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30408R | 001 | Lecture | 2:00-3:20pm | Tue, Thu | 39 of 60 | Viktor Prasanna | ZHS252 | ||
30409R | 001 | Lab | 2:00-3:20pm | Friday | 39 of 60 | ZHS352 |
Intensive introduction to programming principles, discrete mathematics for computing, software design and software engineering concepts. Not available for credit to computer sciencemajors, graduate or undergraduate.
- Note: Register for lecture and lab.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30100D | 001 | Lecture | 9:30-10:50am | Tue, Thu | 91 of 200 | Claire Bono | SAL101 | PDF (114912 KB) | |
30056R | 001 | Lab | 12:00-1:50pm | Thursday | 25 of 30 | Claire Bono | SAL126 | ||
30192R | 001 | Lab | 2:00-3:50pm | Thursday | 25 of 30 | Claire Bono | SAL126 | ||
30206R | 001 | Lab | 12:00-1:50pm | Thursday | 27 of 30 | Claire Bono | SAL109 | ||
30262R | 001 | Lab | 2:00-3:50pm | Thursday | 14 of 30 | Claire Bono | SAL109 | ||
29963D | 014 | Lecture | 9:30-10:50am | Tue, Thu | 25 of 30 | Claire Bono | DEN@Viterbi | ||
29964R | 014 | Lab | TBA | TBA | 25 of 30 | Claire Bono | DEN@Viterbi |
Register Transfer level machine organization; performance; arithmetic; pipelined processors; exceptions, out-of-order and speculative execution, cache, virtual memory, multi-core multi-threaded processors, cache coherence.
- Prerequisite: EE 354
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 457.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30567R | 001 | Lecture | 5:30-7:20pm | Mon, Wed | 40 of 40 | Gandhi Puvvada | KAP144 | PDF (428450 KB) | |
31284R | 001 | Lecture | 2:00-3:50pm | Mon, Wed | 57 of 55 | Gandhi Puvvada | SLH100 | PDF (428450 KB) | |
31305D | 014 | Lecture | 4:00-5:50pm | Tue, Thu | 12 of 20 | Gandhi Puvvada | DEN@Viterbi | PDF (428450 KB) | |
31338R | 001 | Lecture | 4:00-5:50pm | Tue, Thu | 51 of 50 | Gandhi Puvvada | OHE122 | PDF (428450 KB) | |
30569R | 001 | Discussion | 4:00-4:50pm | Wednesday | 62 of 85 | OHE132 | |||
30605R | 001 | Discussion | 12:00-12:50pm | Friday | 86 of 120 | SLH200 | |||
31285D | 014 | Discussion | 4:00-4:50pm | Wednesday | 12 of 20 | DEN@Viterbi | |||
31336D | 014 | Quiz | 6:00-9:00pm | Thursday | 12 of 20 | DEN@Viterbi | |||
31337R | 001 | Quiz | 6:00-9:00pm | Thursday | 148 of 250 | OFFICE |
Rounding errors in digital computation; solution of linear algebraic systems; Newton's method for nonlinear systems; matrix eigenvalues; polynomial approximation; numerical integration; numerical solution of ordinary differential equations.
- Prerequisite: 1 from (MATH 225 or MATH 235 or MATH 245)
- Crosslist: This course is offered by the MATH department but may qualify for major credit in CSCI. To register, enroll in MATH 458.
- Note: Register for one lecture and one discussion listed immediately following that lecture
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
39679D | 001 | Lecture | 12:00-12:50pm | MWF | 44 of 49 | Cymra Haskell | WPHB28 | PDF (159984 KB) | |
39680D | 001 | Discussion | 10:00-10:50am | Tue, Thu | 19 of 24 | VHE214 | |||
39681D | 001 | Discussion | 11:00-11:50am | Tue, Thu | 25 of 25 | VHE214 | |||
39682D | 001 | Lecture | 2:00-2:50pm | MWF | 48 of 49 | Ricardo Mancera | KAP146 | ||
39683D | 001 | Discussion | 12:00-12:50pm | Tue, Thu | 24 of 25 | DMC106 | |||
39684D | 001 | Discussion | 1:00-1:50pm | Tue, Thu | 24 of 25 | DMC106 |
Hands-on AI: data mining, machine learning, optimization and fairness in the context of applications with environmental and societal benefit.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29996D | 001 | Lecture | 4:00-5:50pm | Mon, Wed | 44 of 45 | Bistra Dilkina | KAP146 | PDF (421112 KB) |
Methods for building intelligent and adaptive systems from statistical analyses; theoretical understanding of such methods and the computational implications.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30277R | 001 | Lecture | 2:00-3:20pm | Tue, Thu | 47 of 50 | Robin Jia | LVL17 | PDF (291329 KB) | |
30278R | 001 | Discussion | 2:00-2:50pm | Friday | 47 of 50 | DMC100 |
File input/output techniques, basic methods for file organization, file managers, principles of databases, conceptual data models, and query languages. Prerequisite: CSCI 201.
- Prerequisite: CSCI 201
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30110R | 001 | Lecture | 10:00-11:50am | Mon, Wed | 10 of 35 | Shahram Ghandeharizadeh | DMC157 | PDF (237184 KB) |
Individual research and readings. Not available for graduate credit.
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30144D | 001 | Lecture | TBA | TBA | 18 of 35 | William Halfond | OFFICE |
a: Design, iterative prototyping, and development of a 1st playable level. Open only to seniors.
- Restriction: Registration open to the following class level(s): Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29989D | 001 | Lecture-Lab | 2:00-5:20pm | Thursday | 56 of 57 | Scott Easley | EGG108 | PDF (388157 KB) |
An original project will be constructed applying computer technology (in either hardware or software) to produce a result useful in the physics classroom or laboratory.
- Crosslist: This course is offered by the PHYS department but may qualify for major credit in CSCI. To register, enroll in PHYS 495.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
50526D | 001 | Lecture | TBA | TBA | 3 of 4 | Vahe Peroomian | OFFICE | PDF (106182 KB) |
Selected topics in computer science.
- Note: Instructor Approval Form for section 30054: forms.gle/5BzR6BXcopPcrqmF6 . Instructor Approval Form for section 30063: forms.gle/AEwL36Xsemgrw6Br8 .
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
Language Models in Natural Language Processing | ||||||||||
30054D | 001 | 4.0 | Lecture | 10:00-11:50am | Mon, Wed | 30 of 30 | Swabha Swayamdipta | ZHS360 | Word (47339 KB) | |
Introduction to Distributed Systems | ||||||||||
30063D | 001 | 4.0 | Lecture | 4:00-5:50pm | Mon, Wed | 22 of 35 | Harsha Madhyastha | DMC252 | Word (161212 KB) |
Populations, permutations, combinations, random variables, distribution and density functions, conditional probability and expectation,; binomial, poisson, and normal distributions; laws of large numbers, central limit theorem. Prerequisite: Consent of Instructor.
- Crosslist: This course is offered by the MATH department but may qualify for major credit in CSCI. To register, enroll in MATH 505a.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
39710R | 001 | Lecture | 1:00-1:50pm | MWF | 25 of 45 | Xiaohui Chen | KAP146 |
Components, software and applications of cyber-physical systems; autonomy; control techniques; development and testing; artificial intelligence and machine learning algorithms.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30161D | 048 | Lecture | 2:00-5:20pm | Monday | 75 of 82 | Jyotirmoy Deshmukh | GFS116 | PDF (198688 KB) |
The principles of developing game engines targeted at modern PC and game console hardware.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30183D | 048 | Lecture | 7:00-10:20pm | Monday | 26 of 70 | Artjoms Kovalovs | ZHS252 |
Explore the complex engineering process required to design and build a real-time graphics engine to support physical realism on mobile devices. Recommended preparation: CSCI 420 or CSCI 580 or an equivalent course in graphics.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30130D | 048 | Lecture | 4:00-7:20pm | Tuesday | 85 of 90 | Scott Easley | SCI108 | PDF (335743 KB) | |
30189D | 048 | Lecture | 1:00-4:20pm | Friday | 90 of 90 | Scott Easley | SCI108 | PDF (335538 KB) |
Team projects intended to address the multifaceted technical and creative challenges that are inherent to comprehensive game development. Recommended preparation: CSCI 522 or CTIN 488.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29992D | 048 | Lecture | 2:00-5:20pm | Thursday | 38 of 50 | Andrew Nealen,Matthew Whiting | EGG108 | PDF (388157 KB) |
Protecting computer networks and systems using cryptography, authentication, authorization, intrusion detection and response. Includes lab to provide practical experience working with such systems.
- Prerequisite: CSCI 402
- Note: The pre-req of CSCI 402 is automatically waived for CS MS students and Cyber Security Engineering students. Students in scientists and engineers are required to take 402.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30015D | 048 | Lecture | 9:00-11:50am | Friday | 119 of 120 | Clifford Neuman | OHE122 | ||
30017R | 048 | Lab | 4:30-5:20pm | Friday | 119 of 120 | OHE122 | |||
30132D | 048 | Lecture | 9:00-11:50am | Friday | 40 of 45 | Clifford Neuman | OHE100B | ||
30133R | 048 | Lab | 4:30-5:20pm | Friday | 40 of 45 | OHE100B | |||
30014D | 034 | Lecture | 9:00-11:50am | Friday | 26 of 30 | Clifford Neuman | DEN@Viterbi | ||
30016R | 034 | Lab | 4:30-5:20pm | Friday | 26 of 30 | DEN@Viterbi |
Linear programming models for resource allocation; simplex and revised simplex methods; duality; sensitivity; transportation problems; selected extensions to large scale, multiobjective and special structured models.
- Crosslist: This course is offered by the ISE department but may qualify for major credit in CSCI. To register, enroll in ISE 536.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31536D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 13 of 25 | Monir Sabbaghtorkan | KAP165 | Word (282687 KB) |
Introduction to key components of human language technologies, including: information extraction, sentiment analysis, question answering, machine translation.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30249D | 048 | Lecture | 5:30-7:20pm | Tue, Thu | 249 of 263 | Mohammad Rostami | SAL101 | PDF (128912 KB) |
Fundamental skills for modeling and controlling of dynamic systems for robotic applications and graphics animations; control theory; kinematics; dynamics; sensor processing; real-time operating systems; robot labs. Recommended preparation: Basic knowledge in linear algebra (matrices and vectors), calculus, programming in C/C++ or any another language or permission of the instructor.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29975D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 84 of 90 | Stefanos Nikolaidis | WPHB27 | ||
30226R | 048 | Lab | 8:00-9:50am | Friday | 84 of 90 | RTH419 |
Protocol design for computer communication networks, network routing, transport protocols, internetworking.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29900D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 35 of 60 | Ramesh Govindan | OHE136 | ||
30009D | 034 | Lecture | 10:00-11:50am | Mon, Wed | 7 of 30 | Ramesh Govindan | DEN@Viterbi |
Modern secret codes. Public key cryptosystems of Rivest- Shamir-Adleman, Diffie-Hellman and others. The underlying number theory and computational complexity theory.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30196D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 25 of 30 | Ming-Deh Huang | DMC203 | PDF (235363 KB) |
Computer architecture from a design perspective: Pipelined processors, speculative execution, VLIW, vector processors, GPU/GPGPU, memory technology and systems, interconnection networks, shared-memory and message-passing multiprocessors, chip multiprocessors.
- Prerequisite: EE 457
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 557.
- Note: Register for lecture and discussion
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30628D | 034 | Lecture | 4:00-5:50pm | Tue, Thu | 8 of 20 | Murali Annavaram | DEN@Viterbi | ||
30630R | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 59 of 80 | Murali Annavaram | OHE132 | ||
30564R | 048 | Discussion | 1:00-1:50pm | Friday | 24 of 40 | GFS207 | |||
30629D | 034 | Discussion | 1:00-1:50pm | Friday | 8 of 20 | DEN@Viterbi | |||
30631R | 048 | Discussion | 1:00-1:50pm | Friday | 35 of 45 | OHE100D |
Foundations of symbolic intelligent systems, search, logic, knowledge representation, planning, learning.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30202D | 048 | Lecture | 5:00-7:20pm | Wednesday | 152 of 240 | Wei-Min Shen | SGM124 | PDF (125616 KB) | |
30295R | 048 | Discussion | 7:30-8:20pm | Wednesday | 152 of 240 | SGM124 | |||
29981R | 048 | Quiz | TBA | TBA | 152 of 240 | OFFICE | |||
30079D | 034 | Lecture | 5:00-7:20pm | Wednesday | 16 of 30 | Wei-Min Shen | DEN@Viterbi | PDF (125616 KB) | |
30305R | 034 | Discussion | 7:30-8:20pm | Wednesday | 15 of 30 | DEN@Viterbi | |||
29982R | 034 | Quiz | TBA | TBA | 15 of 30 | DEN@Viterbi |
Statistical methods for building intelligent and adaptive systems that improve performance from experiences; Focus on theoretical understanding of these methods and their computational implications. Recommended preparation: Undergraduate level training or coursework in linear algebra, multivariate calculus, basic probability and statistics; an undergraduate level course in Artificial Intelligence may be helpful but is not required.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29995D | 048 | Lecture | 1:00-3:20pm | Friday | 243 of 330 | Dani Yogatama | SGM123 | ||
30151R | 048 | Discussion | 3:30-4:20pm | Friday | 243 of 330 | SGM123 | |||
29984R | 048 | Quiz | TBA | TBA | 243 of 330 | OFFICE | |||
30259D | 034 | Lecture | 1:00-3:20pm | Friday | 15 of 30 | Dani Yogatama | DEN@Viterbi | ||
30272R | 034 | Discussion | 3:30-4:20pm | Friday | 15 of 30 | DEN@Viterbi | |||
29985R | 034 | Quiz | TBA | TBA | 15 of 30 | DEN@Viterbi |
Explores fundamental techniques such as recursion, Fourier transform ordering, dynamic programming for efficient algorithm construction. Examples include arithmetic, algebraic, graph, pattern matching, sorting, searching algorithms.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30101D | 048 | Lecture | 5:00-7:20pm | Tuesday | 285 of 330 | Victor Adamchik | SGM123 | ||
29928R | 048 | Discussion | 7:30-8:20pm | Tuesday | 285 of 330 | SGM123 | |||
29923R | 048 | Quiz | 5:00-6:50pm | Friday | 285 of 330 | TBA | |||
30102D | 048 | Lecture | 5:00-7:20pm | Wednesday | 325 of 330 | Victor Adamchik | SGM123 | ||
30342R | 048 | Discussion | 7:30-8:20pm | Wednesday | 325 of 330 | SGM123 | |||
30379R | 048 | Quiz | 5:00-6:50pm | Friday | 325 of 330 | TBA | |||
30099D | 034 | Lecture | 5:00-7:20pm | Wednesday | 23 of 50 | Victor Adamchik | DEN@Viterbi | ||
30253R | 034 | Discussion | 7:30-8:20pm | Wednesday | 23 of 50 | DEN@Viterbi | |||
30152R | 034 | Quiz | 5:00-6:50pm | Friday | 23 of 50 | DEN@Viterbi | |||
30274D | 048 | Lecture | 5:00-7:20pm | Wednesday | 46 of 76 | Victor Adamchik | OHE136 | ||
30275R | 048 | Discussion | 7:30-8:20pm | Wednesday | 46 of 76 | OHE136 | |||
30276R | 048 | Quiz | 5:00-6:50pm | Friday | 46 of 76 | TBA |
Advanced study of programming languages with application to the Web. Languages for client-side and server-side processing. Examples taken from: HTML, Java, JavaScript, Perl, XML and others. Recommended preparation: knowledge of at least two programming languages
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30221D | 048 | Lecture | 5:00-6:50pm | Tue, Thu | 157 of 240 | Marco Papa | SGM124 | PDF (370047 KB) | |
30143D | 048 | Lecture | 7:00-8:50pm | Tue, Thu | 55 of 240 | Marco Papa | SGM124 | PDF (370047 KB) | |
30177D | 034 | Lecture | 5:00-6:50pm | Tue, Thu | 17 of 30 | Marco Papa | DEN@Viterbi | PDF (370047 KB) |
Examines key aspects of information retrieval as they apply to search engines; web crawling, indexing, querying and quality of results are studied.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30059D | 048 | Lecture | 5:00-8:20pm | Thursday | 326 of 330 | Sathyanaraya Raghavachary | SGM123 | ||
30349D | 048 | Lecture | 5:00-8:20pm | Thursday | 43 of 48 | Sathyanaraya Raghavachary | LVL16 | ||
30060D | 034 | Lecture | 5:00-8:20pm | Thursday | 49 of 50 | Sathyanaraya Raghavachary | DEN@Viterbi |
End-to-end multimedia systems - content creation, compression, distribution using modern standards, DRM solutions, Digital-Cinema pipeline, multimedia classification, virtual-augmented reality, natural-language multimedia queries, multimodal media analysis, stereoscopic-holographic technologies.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30225D | 048 | Lecture | 6:00-9:20pm | Monday | 168 of 240 | Parag Havaldar | SGM124 | ||
30224D | 034 | Lecture | 6:00-9:20pm | Monday | 13 of 30 | Parag Havaldar | DEN@Viterbi |
Course outlines the process of creating images from 3D models. Includes transformations, shading, lighting, rastorization, texturing, and other topics.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30250D | 048 | Lecture | 12:30-1:50pm | Tue, Thu | 66 of 71 | Ulrich Neumann | GFS116 | ||
29935R | 048 | Discussion | 3:30-4:20pm | Tuesday | 66 of 71 | HAR101 |
Database system architecture; conceptual database models; semantic, object-oriented, logic-based, and relational databases; user and program interfaces; database system implementation; integrity, security, concurrency and recovery. Recommended preparation: Knowledge of relational databases, SQL, relational algebra and physical database design is required. Open only to graduate students.
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30150D | 048 | Lecture | 1:00-4:20pm | Tuesday | 659 of 850 | Sathyanaraya Raghavachary | BOVARD | ||
30308R | 048 | Discussion | TBA | TBA | 659 of 850 | OFFICE | |||
30371R | 048 | Quiz | 7:00-8:50pm | Friday | 659 of 850 | TBA | |||
30149D | 034 | Lecture | 1:00-4:20pm | Tuesday | 29 of 50 | Sathyanaraya Raghavachary | DEN@Viterbi | ||
30092R | 034 | Discussion | TBA | TBA | 29 of 50 | DEN@Viterbi | |||
30148R | 034 | Quiz | 7:00-8:50pm | Friday | 29 of 50 | DEN@Viterbi |
Research leading to the master's degree. Maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
30162D | 048 | 1.0-5.0 | Lecture | TBA | Tue, Thu | 14 of 375 | Barath Raghavan | OFFICE |
Exploration and critical assessment of research activities in computer science. Course will serve as a forum for current research presentations from academia and industry. Graded CR/NC.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29965D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 74 of 75 | Nenad Medvidovic | OHE136 | ||
30157D | 034 | Lecture | 4:00-5:50pm | Tue, Thu | 25 of 30 | Nenad Medvidovic | DEN@Viterbi |
Credit on acceptance of thesis. Graded IP/CR/NC.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30170D | 048 | Lecture | TBA | TBA | 1 of 20 | OFFICE |
Hands-on training on the basics of parallel computing and scientific visualization in the context of computer simulations in science and engineering. Recommended preparation: CSCI 455 and MATH 458 .
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30280D | 048 | Lecture | 3:30-4:50pm | Mon, Wed | 97 of 98 | Aiichiro Nakano | SOSB2 | PDF (99264 KB) | |
30146R | 048 | Discussion | 3:30-4:20pm | Friday | 97 of 98 | ZHS159 |
Course content to be selected each semester from recent developments in computer science.
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
Computational Complexity | ||||||||||
30048D | 048 | 4.0 | Lecture | 1:00-4:20pm | Friday | 17 of 25 | Jiapeng Zhang | GFS213 | PDF (133617 KB) | |
Distributed Systems, a dance between complexity and performance | ||||||||||
30055D | 048 | 4.0 | Lecture | 5:00-6:50pm | Tue, Thu | 31 of 32 | Seo Jin Park | THH110 | PDF (295459 KB) | |
An Introduction to Programming Languages | ||||||||||
30064D | 048 | 4.0 | Lecture | 1:00-4:20pm | Friday | 22 of 25 | Mukund Raghothaman | DMC201 | PDF (331636 KB) |
Advanced techniques for analyzing and verifying software systems; topics include program analysis, automated verification and software testing.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30345D | 048 | Lecture | 3:30-5:20pm | Mon, Wed | 12 of 25 | William Halfond | WPHB26 | PDF (97288 KB) |
Modern developments in data representation/analysis, nonconvex optimization, high-dimensional probability, sketching, clustering, low-rank models, inverse problems, applications in imaging, machine learning, computer vision and neuroscience.
- Prerequisite: EE 510 and EE 503
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 546.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30401R | 048 | Lecture | 10:00-11:50am | Mon, Wed | 25 of 40 | Mahdi Soltanolkotabi | THH118 |
Convex sets, functions, and optimization problems. Basic convex analysis and theory of convex programming. Novel, efficient first-order algorithms. Applications in the information and data sciences.
- Prerequisite: EE 510
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 588.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30999R | 048 | Lecture | 3:30-5:20pm | Mon, Wed | 72 of 120 | Mahdi Soltanolkotabi | THH102 | ||
31002R | 048 | Discussion | TBA | TBA | 72 of 120 | OFFICE |
Focuses on applications of natural language processing, guided by psychological theories, for identifying various social and cognitive properties evident in language.
- Crosslist: This course is offered by the PSYC department but may qualify for major credit in CSCI. To register, enroll in PSYC 626.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
52750D | 001 | Lecture | 2:00-5:50pm | Thursday | 21 of 21 | Morteza Dehghani | OFFICE | PDF (140278 KB) |
Computer communication protocols and systems, including classic and contemporary literature. The emphasis is on conceptual issues in the design and implementation of computer internetworks.
- Prerequisite: 1 from (CSCI 353 or EE 450) and 1 from (CSCI 350 or CSCI 402)
- Restriction: Registration open to the following major(s): Computer Science
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30131D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 3 of 10 | Ramesh Govindan | OHE136 |
The investigation of problems, techniques, results, and challenges that arise in measuring the Internet, including what measurements tell us about the Internet and how to improve Internet services.
- Prerequisite: CSCI 551
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30058D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 6 of 20 | John Heidemann | THHB9 | PDF (163211 KB) |
Formulation of a computer science research agenda, examination of trends within sub-areas of computer science and identification of fruitful and problematic research directions.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30393D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 19 of 27 | Barath Raghavan | OFFICE |
Fault models; test generation; fault simulation; self-checking and self-testing circuits; design for testability; fault tolerant design techniques; case studies; search techniques; memory testing.
- Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 658.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30787R | 048 | Lecture | 11:00-2:50pm | Saturday | 38 of 44 | Moe Tabar | GFS101 |
Computational models of natural language. Formalisms for describing structures of human language, and algorithms for learning language structures from data. Recommended preparation: Proficiency in programming, algorithms and data structures, discrete math, probability theory, and calculus. Open only to doctoral students. (Duplicates credit in former CSCI 562)
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30240D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 31 of 37 | Jonathan May | DMC261 | PDF (54081 KB) |
Fundamental techniques for design and analysis of algorithms. Dynamic programming; network flows; theory of NP-completeness; linear programming; approximation, randomized, and online algorithms; basic cryptography. Prerequisite: CSCI 570. Recommended preparation: familiarity with algorithms and discrete mathematics. Open only to doctoral students.
- Prerequisite: CSCI 570
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30236D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 41 of 42 | Shanghua Teng | WPH102 |
Topics include: Convex sets and functions; convex optimization problems; geometric and Lagrangian duality; simplex algorithm; ellipsoid algorithm and its implications; matroid theory; submodular optimization.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30346D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 11 of 30 | Shaddin Dughmi | VPDLL101 |
Fundamental issues in computer vision: theory, algorithms and applications. Image formation, image segmentation, inference and measurement of 3-D, motion analysis, object and activity recognition.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30228D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 45 of 45 | Yue Wang | OHE100C | ||
30229D | 034 | Lecture | 4:00-5:50pm | Tue, Thu | 12 of 20 | Yue Wang | DEN@Viterbi |
Introduction of Ph.D. students to the broad range of computer science research. Two semesters registration required. Open to Computer Science doctoral students only. Graded CR/NC. Duplicates credit in former CSCI 597.
- Restriction: Registration open to the following major(s): Computer Science
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30176D | 048 | Lecture | 12:00-12:50pm | Monday | 85 of 100 | Barath Raghavan | MHP101 |
Practical principles for the long-term development of effective teaching in Computer Science. Intended for teaching assistants for classes offered by the Computer Science department. Graded CR/NC. Open only to Computer Science doctoral students.
- Restriction: Registration open to the following major(s): Computer Science
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30209D | 048 | Lecture | 1:00-1:50pm | Monday | 69 of 100 | Andrew Goodney | MHP101 |
Course content to be selected each semester from recent developments in computer science.
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
Theory of Machine Learning | ||||||||||
30047D | 048 | 4.0 | Lecture | 2:00-5:20pm | Monday | 35 of 40 | Vatsal Sharan | VPD106 | PDF (282020 KB) | |
Computer Graphics Research - A Roleplaying Seminar | ||||||||||
30049D | 048 | 4.0 | Lecture | 4:30-6:20pm | Tue, Thu | 14 of 25 | Oded Stein | THH106 | PDF (467960 KB) | |
Testing in WebAssembly Ecosystem: From Development to Deployment | ||||||||||
30065D | 048 | 4.0 | Lecture | 1:00-4:20pm | Friday | 8 of 25 | Weihang Wang | GFS228 | PDF (394993 KB) | |
Ethics in Natural Language Processing | ||||||||||
30114D | 048 | 4.0 | Lecture | 4:00-5:50pm | Tue, Thu | 36 of 50 | Jieyu Zhao | DMC150 | PDF (299573 KB) | |
Robot Learning | ||||||||||
30120D | 048 | 4.0 | Lecture | 1:00-4:20pm | Friday | 41 of 50 | Erdem Biyik | THH208 | PDF (298992 KB) | |
Mathematical Foundations of Intelligent Autonomy | ||||||||||
30329D | 048 | 4.0 | Lecture | 4:00-5:50pm | Tue, Thu | 8 of 25 | Lars Lindemann | SOSB37 | PDF (529959 KB) | |
Deep Learning for Robotic Manipulation | ||||||||||
30384D | 048 | 4.0 | Lecture | 5:00-6:50pm | Mon, Wed | 12 of 25 | Daniel Seita | ZHS360 | PDF (309330 KB) |
Research leading to the doctorate. Maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30208D | 048 | Lecture | TBA | TBA | 182 of 200 | Emilio Ferrara | OFFICE |
Credit on acceptance of Dissertation. Graded CR/NC.
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30214D | 048 | Lecture | TBA | TBA | 19 of 50 | OFFICE |