Mathematical Foundations of Machine Learning
Course 0000003651 in SS 2016
General Data
| Course Type | lecture |
|---|---|
| Semester Weekly Hours | 2 SWS |
| Organisational Unit | Research Department Mathematics Centre |
| Lecturers |
Michael Marc Wolf |
| Dates |
Assignment to Modules
-
MA4801: Mathematische Grundlagen des Maschinenlernens / Mathematical Foundations of Machine Learning
This module is included in the following catalogs:- Specialization Modules in Elite-Master Program Theoretical and Mathematical Physics (TMP)
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 | The course will provide an introduction into the mathematical foundations of learning theory, neural networks, support vector machines and kernel methods. |
|---|---|
| Links |
Course documents TUMonline entry |
Equivalent Courses (e. g. in other semesters)
| Semester | Title | Lecturers | Dates |
|---|---|---|---|
| SS 2021 | Mathematical Foundations of Machine Learning | Hasenöhrl, M. Wolf, M. |
Mon, 10:15–11:45, virtuell |
| SS 2020 | Mathematical Foundations of Machine Learning | Caro, M. Wolf, M. |
Mon, 10:15–11:45, virtuell |
| SS 2018 | Mathematical Foundations of Machine Learning | Wolf, M. |
Wed, 12:15–13:45, LMU-HS |