Lectures
Zoom link to lectures: https://ut-ee.zoom.us/j/97162135452?pwd=RVRST0VWbDBqVHdMVEViYjRwM0dnUT09
(lectures are held every week on Monday 12:15pm - 2pm)
Provisional Course Calendar
| Lecture # | Date | Title |
| Lecture 1 | 05/9/2022 | Introduction |
| Lecture 2 | 12/9/2022 | Evalautions of machine learning models |
| Lecture 3 | 19/9/2022 | Algorithm selection |
| Lecture 4 | 26/9/2022 | Basic Hyper-parameter optimization |
| Lecture 5 | 3/10/2022 | Bayesian optimization for Hyper-parameter optimization |
| Lecture 6 | 10/10/2022 | Speedup techniques for Hyper-parameter optimization |
| Lecture 7 | 17/10/2022 | Interpretability in Machine learning |
| Lecture 8 | 24/10/2022 | Midterm Exam |
| Lecture 9 | 31/10/2022 | Automated Feature Engineering |
| Lecture 10 | 7/11/2022 | Automated machine learning in clustering |
| Lecture 11 | 14/11/2022 | Neural Network Architecture Search |
| Lecture 12 | 21/11/2022 | Project1 delivery/discussion (room 1008) |
| Lecture 13 | 28/11/2022 | Project1 delivery/discussion (room 1008) |
| Lecture 14 | 5/12/2022 | Paper Presentation |
| Lecture 15 | 12/12/2022 | Paper Presentation |
| Lecture 16 | 19/12/2022 | Paper Presentation |
| Lecture 17 | 26/12/2022 | HOLIDAYS |
| Lecture 18 | 2/1/2023 | HOLIDAYS |
| Lecture 19 | 9/1/2023 | Project 2 delivery/discussion (room 1008) |
| Lecture 20 | 16/1/2023 | Project 2 delivery/discussion (room 1008) |
| Lecture 21 | 23/1/2023 | Project 2 delivery/discussion (room 1008) |
The calendar is subject to minor changes