| Intro to AI, Intro to Search | | (PDF) | 2PP | 4PP |
| Cost-based Search, Heuristic Search | | (PDF) | 2PP | 4PP |
| Adversarial Search, Local Search | | (PDF) | 2PP | 4PP |
| Constraint Satisfaction Problems | | (PDF) | 2PP | 4PP |
| Probability Theory | | (PDF) | 2PP | 4PP |
| Graphical Models, Bayesian Networks | | (PDF) | 2PP | 4PP |
| Intro to Classification, Perceptron Classifier | | (PDF) | 2PP | 4PP |
| Naive Bayes Classifier | | (PDF) | 2PP | 4PP |
| MMs, HMMs, Filtering, Viterbi | | (PDF) | 2PP | 4PP |
| MDPs, Reinforcement Learning, Q-Learning | | (PDF) | 2PP | 4PP |
| Propositional Logic, First-Order Logic | | (PDF) | 2PP | 4PP |
| Logical Inference | | (PDF) | 2PP | 4PP |
| Natural Language Processing | | (PDF) | 2PP | 4PP |
| Robotics | | (PDF) | 2PP | 4PP |
