The course
- Instructor:
Ke Tang (唐珂) - TA:
Yao Zhao (赵耀) - Semester:
2024 Fall - Textbook:
Artificial Intelligence: A Modern Approach
| Week | Theory | Lab | Content |
|---|---|---|---|
| #1 | Intro & Search Algorithm | Lab1 & Practice1 | Numpy tutorial |
| #2 | Simulated Annealing & Evolutionary Algorithm | Practice2 | A* Search |
| #3 | Alpha-Beta Search | [Project1 tutorial](./Lab/Practice3) | Heuristic Search |
| #4 | Practice3 | Simulated Annealing | |
| #5 | Practice4 | CSP | |
| #6 | Practice5 | Adversairal Search | |
| #7 | Lab6 & Practice6 | Credit Card Fraud Detection | |
| #8 | Practice7 | SVM | |
| #9 | Lab9 & Practice8 | Quiz | |
| #10 | Lab10 & Practice9 | K-Means | |
| #11 | Practice10 | LLE vesus PCA | |
| #12 | |||
| #13 | |||
| #14 | |||
| #15 |