Course description: The course will consist of applying machine learning techniques for extracting domain insights from real-world or simulated datasets. It will take the form of multiple lab exercises in Python, where the students will extract data, apply visualization techniques, train machine learning models on this data, use model selection/validation techniques, and finally apply interpretability techniques to extract domain insights from the learned models.
Organization of the course: cf. here
Kick-off meeting: 19 April 2024 at 2:15pm in room T9/K 036 (Takustr. 9)
Recommended prior course: Machine Learning for Data Science
Format: Oral presentation at the end of the semester
Course No | Course Type | Hours |
---|---|---|
19333912 | Projektseminar | 2 |
Time Span | 19.04.2024 - 19.07.2024 |
---|---|
Instructors |
Grégoire Montavon
|
0086c_k150 | 2014, BSc Informatik (Mono), 150 LPs |
0086d_k135 | 2014, BSc Informatik (Mono), 135 LPs |
0087d_k90 | 2015, BSc Informatik (Kombi), 90 LPs |
0088d_m60 | 2015, MSc Informatik (Kombi), 60 LPs |
0089c_MA120 | 2014, MSc Informatik (Mono), 120 LPs |
0159c_m30 | 2014, ABV Informatik, 30 LPs |
0159d_m30 | 2023, ABV Informatik, 30LPs |
0207b_m37 | 2015, MSc Informatik (Lehramt), 37 LPs |
0208b_m42 | 2015, MSc Informatik (Lehramt), 42 LPs |
0458a_m37 | 2015, MSc Informatik (Lehramt), 37 LPs |
0471a_m42 | 2015, MSc Informatik (Lehramt), 42 LPs |
0511a_m72 | 2016, MSc Informatik (Lehramt), 72 LPs |
0511b_m72 | 2019, M-Ed Fach 2 Informatik (Lehramt an Gymnasien - Quereinstieg), 72 LP |
0556a_m37 | 2018, M-Ed Fach 1 Informatik (Lehramt an Integrierten Sekundarschulen und Gymnasien), 37 LPs |
0556b_m37 | 2023, M-Ed Informatik Fach 1 (Lehramt an Integrierten Sekundarschulen und Gymnasien), 37 LP |
0557a_m42 | 2018, M-Ed Fach 2 Informatik (Lehramt an Integrierten Sekundarschulen und Gymnasien), 42 LPs |
0557b_m42 | 2023, M-Ed Informatik Fach 2 Informatik (Lehramt an Integrierten Sekundarschulen und Gymnasien), 42 LPs |
0590b_MA120 | 2021, MSc Data Science, 120 LP |
Day | Time | Location | Details |
---|---|---|---|
Friday | 14-16 | T9/K 036 Rechnerpoolraum | 2024-04-19 - 2024-07-19 |
Friday | 14-16 | T9/K44 Rechnerpoolraum | 2024-04-19 - 2024-06-28 |
Friday | 14-16 | T9/K46 Rechnerpoolraum | 2024-04-19 - 2024-06-28 |