| Foundations of Machine Learning | Lecturer |
| Deep Learning | Geiger |
| | |
| Diverse Topics in Machine Learning - Lectures | |
| Data Literacy | Macke |
| Mathematics for Machine Learning | Cabrera |
| Self-Driving Cars | Geiger |
| Medical Data Science | Pfeifer |
Visual Perception and Learning for Robotics | Stueckler |
| Numerics of Machine Learning | Hennig |
| Trustworthy Machine Learning | Oh |
| Introduction to Game Theory with Application to Multi-Agent Systems | Maghsudi |
| Virtual Humans | Pons-Moll | |
| | |
Diverse Topics in Machine Learning - Seminars | |
| Advanced Topics in Computer Graphics and Computer Vision | Lensch |
| Robotics and Robot Vision | Zell |
Machine Learning for Health | Pfeifer/Eggeling |
| Explainable and Fair Analytics | Kasneci |
| Machine Learning for Medical Image Analysis | Baumgartner/Koch |
ANNs for Modeling and Forecasting Environmental System Dynamics | Butz/Otte |
| 3D Vision | Geiger |
| Human Motion Synthesis | Pons-Moll |
| | |
| Diverse Topics in Machine Learning - Practical Sessions | |
| Mobile Robots | Zell |
| | |
