Lectures
Zoom link to lectures: https://ut-ee.zoom.us/j/96890690370?pwd=UkQ5SzV1aXhrWjRmNmthdVRhdko2dz09
(lectures are held every week on Monday 12:15pm - 2pm)
Provisional Course Calendar
| Lecture # | Date | Title |
| Lecture 1 | 06/9/2021 | Introduction |
| Lecture 2 | 13/9/2021 | Evalautions of machine learning models |
| Lecture 3 | 20/9/2021 | Algorithm selection |
| Lecture 4 | 27/9/2021 | Basic Hyper-parameter optimization |
| Lecture 5 | 4/10/2021 | Bayesian optimization for Hyper-parameter optimization |
| Lecture 6 | 11/10/2021 | Speedup techniques for Hyper-parameter optimization |
| Lecture 7 | 18/10/2021 | Interpretability in Machine learning |
| Lecture 8 | 25/10/2021 | Midterm Exam |
| Lecture 9 | 1/11/2021 | Automated Feature Engineering |
| Lecture 10 | 8/11/2021 | Automated machine learning in clustering |
| Lecture 11 | 15/11/2021 | Paper Presentation |
| Lecture 12 | 22/11/2021 | Paper Presentation |
| Lecture 13 | 29/11/2021 | Paper Presentation |
| Lecture 14 | 6/12/2021 | Project Presentation |
| Lecture 15 | 13/12/2021 | Guest Lecture by Egor Kraev, Head of AI at Wise |
| Lecture 16 | 20/12/2021 | HOLIDAYS |
| Lecture 17 | 27/12/2021 | HOLIDAYS |
| Lecture 18 | 3/1/2021 | Final-exam |
| Lecture 19 | 10/1/2021 | Project Presentation |
The calendar is subject to minor changes