Video course
BerkeleyIntroductoryStructure and Interpretation of Computer Programs
The legendary CS61A, taught by the man who wrote the book.
30h30 lec
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Berkeley
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The legendary CS61 series — taught by the professors who wrote the textbooks — with full lectures, labs, and projects published every semester.
6 courses here185 hours of teaching253 lectures & chapters150+ in their full catalog
Every Berkeley course
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BerkeleyIntroductoryVideo course
BerkeleyIntermediateIntroduction to Artificial Intelligence
Search, games, and rational agents — home of the Pac-Man projects.
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Berkeley's famous intro to data science — no prerequisites, real inference.
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BerkeleyAdvancedDeep Reinforcement Learning
Sergey Levine's graduate course — the deepest open treatment of RL anywhere.
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BerkeleyAdvancedIntroduction to Machine Learning
The mathematics of learning — regression to networks, all derived.
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