| Syllabus | Schedule | Examples | FAQ | Assignments | My home page |
| Section 01 (CS438 #7153 & CS697 #14038): | Tuesday & Thursday 04:00 PM - 05:15 PM |
| Wheatley W02-0124 | |
| Weeks | Meetings | Topic | Readings & Handouts |
|---|---|---|---|
| 1. | Jan 27 | Campus Closed (snow day) | |
| Jan 29 | Course Administration | ||
| 2. | Feb 3 | Introduction to Machine Learning | |
| Feb 5 | |||
| 3. | Feb 10 | Linear Regression | |
| Feb 12 | |||
| 4. | Feb 17 | Introduction to Pattern Recorgnition | |
| Feb 19 | |||
| 5. | Feb 24 | (homework) Unsupervised Learning | |
| Feb 26 | |||
| 6. | Mar 3 | ||
| Mar 5 | Theano: GPU Computing and Automatic Differentation for Python (Invited Speaker: Henry Lo) | ||
| 7. | Mar 10 | Midterm Exam Review | |
| Mar 12 | Midterm Examination | ||
| 8. | Mar 17 | Spring Vacation (no class) | |
| Mar 19 | Spring Vacation (no class) | ||
| 9. | Mar 24 | Logistic Regression and ANN | |
| Mar 26 | |||
| 10. | Mar 31 | ||
| Apr 2 | |||
| 11. | Apr 7 | ||
| Apr 9 | |||
| 12. | Apr 14 | ||
| Apr 16 | Challenges in Applied Machine Learning (Invited Speaker: Yang Mu) | ||
| 13. | Apr 21 | Practical Advice for Applying Learning Algorithms (Invited Speaker: Dawei Wang) | |
| Apr 23 | |||
| 14. | Apr 28 | ||
| Apr 30 | Deep Learning | ||
| 15. | May 5 | ||
| May 7 | |||
| 16. | May 12 | Advice for Applying Machine Learning Final Exam Review |
|
| May 14 | Final Examination | ||
| 17. | May 21 (3:00 PM -6:00 PM; Science S02-0064) | Term Project Team Presentation (Classroom: Science S02-0064; Class Time: 3:00PM-6:00PM) |
| Top |
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