Notes

General CS

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• Probability
• Search

EECS 127

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• Convexity

CS 170

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• Chapter 5 | Greedy Algorithms
• Chapter 6 | Dynamic Programming
• Chapter 7 | Linear Programming
• Convex Optimization
• Streaming
• Complexity Theory

CS 188

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• Games
• Markov Decision Processes
• Reinforcement Learning
• Constraint Satisfaction Problems
• Logic
• Probabilistic Inference
• Decision Networks
• Markov Models
• Machine Learning