This schedule is tentative and may change.
| Date | Topic | Materials |
|---|---|---|
| August 19 | Course Introduction, Supervised Learning | |
| August 21 | Supervised Learning | |
| August 26 | Multi-class Classification | |
| August 28 | Probability Theory Review, Linear Discriminant Analysis | |
| September 2 | HOLIDAY: Labor Day |
|
| September 4 | Naive Bayes Classifier, Kernels | |
| September 9 | Support Vector Machine | |
| September 11 | Support Vector Machine, Perceptron | |
| September 16 | Artificial Neural Networks and Bias-Variance Tradeoff | |
| September 18 | Decision Trees |