Learning Dynamical Systems
Organisation and Notes
| Extent (SWS) | 2 Lecture / 2 Exercise / 1 Practical course |
| Cycle | Winter semester |
| Events, Lecturer, Location | Link to the current schedule |
| Exam | Written exam 120 min |
| OPAL | Registration and course material (wird noch aktualisiert) |
Contents
- Concept of models and methods of modeling
- Introduction to system identification methods (terminology, bias, consistency, etc.)
- Identification methods for dynamic systems (e.g., Least Squares)
- Learning-based methods of modeling
Qualification Goals
Students know various types of models and typical modeling and identification methods and are able to apply them.
Prerequisites
Knowledge of system theory (e.g., System Theory module).