| Date | Topic | Reading | Activity |
|---|---|---|---|
| Tue Feb 9 | Introduction | Activity 1 | |
| Thu Feb 11 | Python Review | Activity 2 | |
| Tue Feb 16 | File I/O | Activity 3 | |
| Thu Feb 18 | Snow Day | ||
| Tue Feb 23 | Nearest Neighbor | Activity 4 | |
| Thu Feb 25 | Numpy Arrays | Activity 5 | |
| Tue Mar 2 | Array Operations | Activity 6 | |
| Thu Mar 4 | Array Indexing | Activity 7 | |
| Tue Mar 9 | Array Shaping | Activity 8 | |
| Thu Mar 11 | Fancy indexing | Activity 9 | |
| Tue Mar 16 | Pandas | Activity 10 | |
| Thu Mar 18 | Matplotlib | Activity 11 | |
| Tue Mar 23 | Perceptron | Activity 12 | |
| Thu Mar 25 | Neural Network | Activity 13 | |
| Tue Mar 30 | Hyper Parameters | Activity 14 | |
| Thu Apr 1 | Cross Validation | Activity 15 | |
| Tue Apr 6 | Regression | Activity 16 | |
| Thu Apr 8 | Feature Selection | Activity 17 | |
| Tue Apr 13 | Decision Tree | Activity 18 | |
| Thu Apr 15 | “Spring Break” | ||
| Tue Apr 20 | Dimension Reduction | Activity 19 | |
| Thu Apr 22 | Class Imbalance | Activity 20 | |
| Tue Apr 27 | Kaggle Competitions | Activity 21 | |
| Thu Apr 29 | Ensemble Learning | Activity 22 | |
| Thu Apr 29 | Confusion Matrix |