| Syllabus | Schedule | Examples | FAQ | Assignments | My home page |
| Section 01 (CS438 #7148 & CS638 #7149): | Tuesday & Thursday 04:00 PM - 05:15 PM |
| Wheatley W01-0064 | |
| Weeks | Meetings | Topic | Readings & Handouts |
|---|---|---|---|
| 1. | Jan 26 | Class Administration | |
| Jan 28 | Introduction to Machine Learning | ||
| 2. | Feb 2 | Linear Regression | |
| Feb 4 | |||
| 3. | Feb 9 | Logistic Regression | |
| Feb 11 | |||
| 4. | Feb 16 | Regularization | |
| Feb 18 | |||
| 5. | Feb 23 | Neural Networks: Representation | |
| Feb 25 | |||
| 6. | Mar 1 | Neural Networks: Learning | |
| Mar 3 | |||
| 7. | Mar 8 | Advice for Applying Machine Learning Exam I Review |
|
| Mar 10 | Exam I | ||
| 8. | Mar 15 | Spring Vacation (no class) | |
| Mar 17 | Spring Vacation (no class) | ||
| 9. | Mar 22 | Term Project Kickoff Meeting | |
| Mar 24 | |||
| 10. | Mar 29 | Support Vector Machines | |
| March 31 | |||
| 11. | Apr 5 | Unsupervised Learning | |
| Apr 7 | |||
| 12. | Apr 12 | NMF | |
| Apr 14 | |||
| 13. | Apr 19 | Project Progress Report | |
| Apr 21 | |||
| 14. | Apr 26 | ||
| Apr 28 | |||
| 15. | May 3 | ||
| May 5 | Learning from Imbalanced Data | ||
| 16. | May 10 | Exam II Review | |
| May 12 | Exam II | ||
| 17. | May 19 (3:00 PM - 6PM) | Term Project Presentation |
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| Top |
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