| CS221 |
Artificial Intelligence: Principles and Techniques |
Liang/Sadigh/Charikar |
| CS229 |
Machine Learning |
Dror/Ng/Ma/Re |
| CS229A |
Applied Machine Learning |
Ng |
| CS229T |
Statistical Learning Theory |
Ma |
| CS230 |
Deep Learning |
Ng/Katanforoosh |
| CS236 |
Deep Generative Models |
Ermon |
| CS234 |
Reinforcement Learning |
Brunskill |
| CS332 |
Advanced Survey of Reinforcement Learning |
Brunskill |
| CS224W |
Social and Information Network Analysis |
Leskovec/Adamic |
| CS246 |
Mining Massive Data Sets |
Leskovec |
| EE377 |
Statistics and Information Theory |
Duchi |
| CS124 |
From Languages to Information |
Jurafsky |
| CS224N |
Natural Language Processing with Deep Learning |
Manning |
| CS224U |
Natural Language Understanding |
MacCartney / Potts |
| CS276 |
Information Retrieval and Web Search |
Manning |
| CS131 |
Computer Vision: Foundations and Applications |
Niebles/Krishna/Li |
| CS231A |
Computer Vision: From 3D Reconstruction to Recognition |
Savarese |
| CS231B |
The Cutting Edge of Computer Vision |
Li |
| CS231N |
Convolutional Neural Networks for Visual Recognition |
Li/Karpathy/ Johnson |
| CS331A |
Advanced Reading in Computer Vision |
Li |
| CS331B |
Representation Learning in Computer Vision |
Savarese |
| CS348A |
Computer Graphics: Geometric Modeling and Processing |
Guibas |
| CS223A |
Introduction to Robotics |
Khatib |
| CS225A |
Experimental Robotics |
Khatib |
| CS326 |
Topics in Advanced Robotic Manipulation |
Bohg |
| CS327A |
Advanced Robotic Manipulation |
Khatib |
| CS333 |
Safe and Interactive Robotics |
Sadigh |
| Principles of Robotic Autonomy |
Pavone |
| AA203 |
Introduction to Optimal Control and Dynamic Optimization |
Pavone |
| CS151 |
Logic Programming |
Genesereth |
| CS157 |
Computational Logic |
Genesereth |
| CS257 |
Logic and Automated Reasoning |
Icard |
| CS227B |
General Game Playing |
Genesereth |
| CS228 |
Probabilistic Graphical Models: Principles and Techniques |
Ermon |
| CS323 |
Automated Reasoning: Theory and Applications |
Ermon |
CS361 |
Introduction to Multidisciplinary Design Optimization |
Kochenderfer |
| CS238 |
Decision Making Under Uncertainty |
Kochenderfer |
| CS239 |
Sequential Decision Making |
Kochenderfer |
| CS224W |
Social and Information Network Analysis |
Leskovec / Adamic |
| CS246 |
Mining Massive Data Sets |
Leskovec |
| CS273A |
A Computational Tour of the Human Genome |
Batzoglou / Bejerano |
| CS273B |
Deep Learning in Genomics and Biomedicine |
Batzoglou / Kundaje |
| CS279 |
Computational Biology: Structure and Organization of Biomolecules and Cells |
Dror |
| CS262 |
Computational Genomics |
Batzoglou |
| CS371 |
Computational Biology in Four Dimensions |
Dror |
| CS373 |
Statistical and Machine Learning Methods for Genomics |
Kundaje |
| CS374 |
Algorithms in Biology |
Batzoglou |
| CS522 |
Seminar in Artificial Intelligence in Healthcare |
Ng / Dror |
| CS205L |
Continuous Mathematical Methods with an Emphasis on Machine Learning |
Fedkiw |
| CS204 |
Computational Law |
Genesereth |
| CS325B |
Data for Sustainable Development |
Ermon/
Lobell/
Burke |
| CS181 |
Ethics, Policy, and Technology |
Reich/
Sahami/
Weinstein |
| CS428 |
Probabilistic Models of Cognition |
Goodman |
| CS375 |
Large Scale Neural Networks for Neuroscience |
Yemins |
