Machine Learning (IN2064)
Course 0000001653 in WS 2020/1
General Data
| Course Type | lecture with integrated exercises |
|---|---|
| Semester Weekly Hours | 6 SWS |
| Organisational Unit | Informatics 3 - Chair of database systems (Prof. Kemper) |
| Lecturers |
Johannes Gasteiger Stephan Günnemann Marten Lienen Oleksandr Shchur |
| Dates |
Tue, 12:15–13:45, virtuell Wed, 16:00–19:00, virtuell Mon, 10:00–12:00, virtuell |
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 | - k-Nearest Neighbors - Decision Trees - Probabilistic Inference - Linear Regression - Linear Classification - Optimization - Support Vector Machines - Deep Learning - Dimensionality Reduction - Mixture Models - Clustering |
|---|---|
| Links |
Course documents E-Learning course (e. g. Moodle) TUMonline entry |
Equivalent Courses (e. g. in other semesters)
| Semester | Title | Lecturers | Dates |
|---|---|---|---|
| WS 2024/5 | Machine Learning (IN2064) | Gao, N. Geisler, S. Günnemann, S. Kosmala, A. Lienen, M. … (total 9) |
Mon, 10:00–12:00, GALILEO Audimax Tue, 12:00–14:00, GALILEO Audimax Wed, 16:00–19:00, MI HS1 |
| 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 and singular or moved dates |
| 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 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 |
| WS 2016/7 | Machine Learning (IN2064) | Groh, G. van der Smagt, P. |
Tue, 10:00–13:00, MW 0001 Wed, 16:00–19:00, Interims I 102 and singular or moved dates |