Machine Learning (IN2064)
Course 0000001653 in WS 2016/7
General Data
| Course Type | Lecture w/ Exercise |
|---|---|
| Semester Weekly Hours | 6 SWS |
| Organisational Unit | Informatics 6 - Chair of Robotics, Artificial Intelligence and Real-time Systems (Prof. Knoll) |
| Lecturers |
Georg Groh Patrick van der Smagt |
| Dates |
Tue, 10:00–13:00, MW 0001 Wed, 16:00–19:00, Interims I 102 and 2 singular or moved dates |
Assignment to Modules
-
IN2064: Maschinelles Lernen / Machine Learning
This module is included in the following catalogs:- Catalogue of non-physics elective courses
Further Information
Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.
| additional remarks | probability theory; Maximum-Likelihood Estimation (MLE); multivariate Gaussian; trees, k-Nearest Neighbour; linear regression, Gaussian Processes (GP); linear classification; kernels; neural networks and deep learning; variational inference; optimisation; unsupervised learning |
|---|---|
| Links | TUMonline entry |
Equivalent Courses (e. g. in other semesters)
| Semester | Title | Lecturers | Dates |
|---|---|---|---|
| WS 2023/4 | Machine Learning (IN2064) | Fuchsgruber, D. Geisler, S. Gosch, L. Guerranti, F. Günnemann, S. … (total 7) |
Tue, 12:00–14:00, GALILEO Audimax Wed, 16:00–19:00, MI HS1 Mon, 10:00–12:00, GALILEO Audimax |
| WS 2022/3 | Machine Learning (IN2064) | Bilos, M. Gao, N. Geisler, S. Gosch, L. Günnemann, S. … (total 7) |
Mon, 10:00–12:00, GALILEO Audimax Tue, 12:00–14:00, GALILEO Audimax Wed, 16:00–19:00, MI HS1 and singular or moved dates |
| WS 2021/2 | Machine Learning (IN2064) | Bilos, M. Charpentier, B. Geisler, S. Günnemann, S. Schuchardt, J. … (total 6) |
Tue, 12:15–13:45 Wed, 16:00–19:00 Mon, 10:00–12:00 |
| WS 2020/1 | Machine Learning (IN2064) | Gasteiger, J. Günnemann, S. Lienen, M. Shchur, O. |
Tue, 12:15–13:45, virtuell Wed, 16:00–19:00, virtuell Mon, 10:00–12:00, virtuell |
| WS 2019/20 | Machine Learning (IN2064) | Günnemann, S. Shchur, O. |
Tue, 12:15–13:45, MW 0001 Wed, 16:00–19:00, MI HS1 Mon, 10:00–12:00, MW 2001 |
| WS 2018/9 | Machine Learning (IN2064) | Günnemann, S. Shchur, O. |
Tue, 12:15–13:45, MW 0001 Wed, 12:00–14:00, MI 02.11.018 Wed, 16:00–19:00, MI HS1 Mon, 10:00–12:00, MW 0001 and singular or moved dates |
| WS 2017/8 | Machine Learning (IN2064) | Groh, G. Günnemann, S. Shchur, O. |
Tue, 12:00–14:00, MW 0001 Thu, 08:00–10:00, MI 00.08.059 Mon, 10:00–12:00, MW 0001 Wed, 16:00–19:00, MI HS1 and singular or moved dates |