This is the course schedule. Note, the course was significantly updated and the topics are subject to change.
| Week | Date | Topic | Homework | Note |
|---|---|---|---|---|
| 1 | 05/06 | Introduction, linear regression | Kagge Learn: Python | |
| 2 | 12/06/2024 | שבועות | Kagge Learn: Pandas | No lecture |
| 3 | 19/06/2024 | Model characterization and tuning | Kaggle Learn: Intro to Machine Learning | |
| 4 | 26/06/2024 | Logistic regression and cross-entropy | Scikit - module 1,2 | |
| 5 | 03/07/2024 | Classification performance | ||
| 6 | 10/07/2024 | Midterm | Scikit - module 2, 3 | No lecture |
| 7 | 17/07/2024 | Self-study of Scikit course | Scikit - module 4, 5 | No lecture |
| 8 | 24/07/2024 | Self-study of Scikit course | Scikit - module 6, 7 | No lecture |
| 9 | 31/07/2024 | Feature engineering and signal classification | ||
| 10 | 07/08/2024 | Hackathon headstart | ||
| 11 | 14/08/2024 | Hackathon summary | ||
| 12 | 21/08/2024 | No lecture |