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2025 - 2026 CS Graduate Courses Tentative Offerings (subject to change or update, without notice)
updated as of September 12, 2024
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CS Graduate CoursesFall 2025Winter 2026Spring 2026 Enforced Requisite CoursesRequisiteRecommended Req/Prep
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201Computer Science Seminar✔✔✔------------------------
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205Health Analytics✔CS 31, 180----------------
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211Network Protocol & System Software Design for Wireless and Mobile--------CS 118--------
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212AQueuing Systems Theory--------CS 112, ECE 131A--------
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M213AEmbedded Systems✔--------CS 111--------
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M213BEnergy-Aware Computing & Cyber-Physical Systems--------CS M51A or ECE M16CS 111, M151B or ECE M116C
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214Big Data Systems✔CS 111----------------
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215Internet of Things: Connectivity and Sensing✔----------------CS 118 or equivalent
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216Network Algorithmics✔--------CS 2111 course on Networks
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217AInternert Architecture and Protocols✔CS 118----------------
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217BAdvanced Topics in Internet Research✔CS 217A----------------
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218Advanced Computer Networks--------CS 112, 118--------
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219Current Topics in Computer System Modeling Analysis ✔✔------------------------
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C221Probabilistic Models in Computational Genomics✔-waiting for registrar update-----------------
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C222Algorithms in Computational Genomics✔--------CS 32, 10C with grade C- or better, and 1 course from CE 110, ECE 131A, Math 170A, Math 170E, or Stats 100A--------
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C224Machine Learning Applications in Genetics--------CS 32, 10C with grade C- or better, Math 33A and 1 course from CE 110, ECE 131A, Math 170A, Math 170E, or Stats 100A--------
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225Methods and Applications in Computational Genomics-waiting for registrar update-----------------
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226Machine Learning in Computational Genomics-waiting for registrar update-----------------
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229SSeminar: Current Topics in Computational Genetics✔------------------------
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230Software Engineering✔--------Required for grad: undergraduate level-knowledge of data structures and object-oriented program lanaguagesFor Undergrad: prior software engineering course
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231Types and Programming Languages--------CS 131--------
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232Static Program Analysis--------CS 132--------
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233AParallel Programming--------CS 111, 131--------
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233BVerification of Concurrent Programs--------CS 233A--------
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234Computer-Aided Verification--------CS 181--------
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235Advanced Operating Systems--------CS 111C or C++ programming experience
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236Computer Security--------CS 111, 118--------
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C237APrototyping Programming LanguagesCS 131----------------
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C237BProgramming Language DesignCS 237A----------------
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M238Quantum Programming✔--------Math 115A--------
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238BQuantum Algorithms✔CS M238
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239Current Topics in Computer Science: Programming Languages and Systems✔✔✔----------------*Instructor may enroll students by PTE based on eligibility
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240ADatabases and Knowledge Bases--------CS 143--------
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240BAdvanced Data and Knowledge Bases✔--------CS 143, 240A--------
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241BPictorial & Multimedia Database Management--------CS 143--------
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244ADistributed Database Systems------------------------
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245Big Data Analytics✔--------CS 143 or 180 or equivalent--------
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246Web Information Management--------CS 112, 143, 180, 181--------
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247Advanced Data Mining--------CS 145 or M146 or equivalent--------
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249Current Topics in Data Strutures✔------------------------
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251AAdvanced Computer Architecture✔✔--------CS M151BCS 111
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251BParallel Computer Architectures✔--------CS M151BCS 251A
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252AArithmetic Algorithms and Processors--------CS 251A--------
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256AAdvanced Scalable Architectures--------CS M151BCS 251A
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M258ADesign of VLSI Circuits and Systems✔--------CS M51A or ECE M16, and ECE 115AECE 115C
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259Current Topics in Computer Science: System Design/Architecture✔✔------------------------
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260Machine Learning Algorithms✔----------------CS 180
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260BAlgorithmic Machine Learning✔------------------------
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260CDeep Learning--------CS 180, 260--------
*Not open to students with credit for ECE C147 or C247.
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260DLarge-Scale Machine Learning✔--------CS M146--------
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260RReinforcement Learning✔------------------------
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261Deep Generative Models--------CS M146--------
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261AProblem Solving and Search--------CS 180--------
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262ALearning & Reasoning with Bayesian Networks✔--------CS 112 or ECE 131A--------
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M262CCurrent Topics in Casual Modeling, Inference and Reasoning--------1 grdauate probability or statistics course: 262A, Stats 200B or 202B--------
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262ZCurrent Topics in Cognitive Systems--------CS 262A--------
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263Natural Language Processing------------------------
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263ALanguage and Thought--------CS 130 or 131 or 161--------
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263CAnimats-Based Modeling--------CS 130 or 131 or 161--------
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264AAutomated Reasoning: Theory & Applications✔----------------CS 161
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265AMachine Learning--------CS 263A, 264A--------
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M266AStatistical Modeling and Learning in Vision and Cognition------------------------
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M266BStatistical Computing and Inference in Vision and Cognition----------------Basic statistics, linear algebra (matrix analysis), computer vision
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267AProbabiistic Programming and Relational Learning✔------------------------
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M268Machine Perception------------------------
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268SSeminar: Computational Neuroscience------------------------
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269Seminar: Current Topics in Artificial Intelligence✔✔✔------------------------
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C274CCompuer AnimationCS 174A----------------
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275Artificial Life for Computer Graphics and Vision✔CS 174A----------------
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M276APattern Recognition & Machine Learning✔------------------------
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280AAlgorithms--------CS 180--------
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280APAlgorithms: Approximation Algorithms--------CS 180--------
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280COAlgorithms--------CS 180--------
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280DAlgorithms--------CS 180--------
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280DPAlgorithms--------CS 180--------
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281AComputability and Complexity✔--------CS 181--------
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M282ACryptography✔------------------------
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M282BCryptographic Protocols✔--------CS M282A--------
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M283ATopics in Applied Number Theory------------------------
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M283BTopics in Applied Number Theory------------------------
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284ATopics in Automata and Languages--------CS 181--------
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284CTopics in Automata and Languages--------CS 181--------
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284PTopics in Automata and Languages--------CS 181--------
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285CCCommunication Complexity✔------------------------
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CM286Computational Systems Biology: Modeling and Simulation of Biological Systems--------LS 30A, 30B, Math 32A or M32T, 33A and 33B; or Math 31A, 31B, 32A, or M32T, 33A, and 33B--------
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CM287Research Communication in Computational and Systems Biology--------CS M182 or CM286, or CS&Bio M150; and research experience: course 199, BioEngr 199, CS&Bio 199 or equivalent--------
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288SSeminar: Theoretical Computer Science--------CS 280A, 281A--------
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289ACurrent Topics in Computer Theory✔✔------------------------
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289COCurrent Topics in Computer Theory: Complexity Theory✔------------------------
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495Teaching Assistant Training Seminar✔------------------------
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