| Project | Topics |
|---|---|
| Project 1 | Linear Regression, Maximum Likelihood Estimation, Maximum-A-Posteriori Estimation, Fisher Projection, Classification, Central Limit Theorem. |
| Project 2 | Feature Selection: Filter and Wrapper Implementation. |
| Project 3 | Deep Learning |
| Project 4 | Reinforcement Learning: Classical Q-Learning and Deep Q-Learning |
| Term Project | Denoising Medical Images using Deep Generative Learning |
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