CS330 |
Deep Multi-Task and Meta Learning |
Finn |
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 |
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 |
CS231A |
Computer Vision: From 3D Reconstruction to Recognition |
Savarese |
CS231N |
Convolutional Neural Networks for Visual Recognition |
Li/Karpathy/ Johnson |
CS331B |
Representation Learning in Computer Vision |
Savarese |
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 |
CS237A |
Principles of Robotic Autonomy |
Pavone |
CS157 |
Computational Logic |
Genesereth |
CS257 |
Logic and Automated Reasoning |
Icard |
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 |
Bejerano |
CS279 |
Computational Biology: Structure and Organization of Biomolecules and Cells |
Dror |
CS371 |
Computational Biology in Four Dimensions |
Dror |
CS522 |
Seminar in Artificial Intelligence in Healthcare |
Ng / Dror |
CS205L |
Continuous Mathematical Methods with an Emphasis on Machine Learning |
Fedkiw |
CS325b |
Data for Sustainable Development |
Ermon/ Lobell/ Burke |
CS181 |
Ethics, Policy, and Technology |
Reich/ Sahami/ Weinstein |