Lectures
Zoom link to lectures and labs: https://ut-ee.zoom.us/j/97162135452?pwd=RVRST0VWbDBqVHdMVEViYjRwM0dnUT09
(lectures are held every week on Monday 12:15pm - 2pm)
(Labs are held every week on Wednesday 4:15pm - 6pm)
Provisional Course Calendar
| Lecture # | Date | Title |
| Lecture 1 | 8/9/2025 | Introduction |
| Lecture 2 | 15/9/2025 | Evalautions of machine learning models |
| Lecture 3 | 22/9/2025 | Algorithm selection |
| Lecture 4 | 29/9/2025 | Basic Hyper-parameter optimization |
| Lecture 5 | 6/10/2025 | Bayesian optimization for Hyper-parameter optimization |
| Lecture 6 | 13/10/2025 | Speedup techniques for Hyper-parameter optimization |
| Lecture 7 | 20/10/2025 | Interpretability in Machine learning |
| Lecture 8 | 27/10/2025 | Midterm Exam |
| Lecture 9 | 3/11/2025 | Automated Feature Engineering |
| Lecture 10 | 10/11/2025 | Automated machine learning in clustering |
| Lecture 11 | 17/11/2025 | Advanced Topics in AutoML |
| Lecture 12 | 24/11/2025 | Project1 delivery/discussion (room 1008) |
| Lecture 13 | 1/12/2025 | Paper Presentation |
| Lecture 14 | 8/12/2025 | Final Exam |
| Lecture 15 | 15/12/2025 | Project 2 delivery/discussion (room 1008) |
| Lecture 16 | 22/12/2025 | HOLIDAYS |
| Lecture 17 | 29/12/2025 | HOLIDAYS |
The calendar is subject to minor changes