| Foundations of Machine Learning | Lecturer |
| Deep Learning | Zell |
| | |
| Diverse Topics in Machine Learning - Lectures | |
Data Literacy | Hennig |
| Mathematics of Machine Learning | Cabrera |
| Self-Driving Cars | Geiger |
| Medical Data Science | Pfeifer |
Convex and Nonconvex Optimization | Hein |
| Machine Learning for Single Cell Biology | Claassen |
| Trustworthy Machine Learning | Oh |
| Beyond Fairness - a socio-technical view of Machine Learning | Williamson |
| Virtual Humans | Pons - Moll |
| Time Series | Ludwig |
| | |
Diverse Topics in Machine Learning - Seminars | |
| Ethics and Philosophy of Machine Learning | Grote |
| Current Topics in Robotics | Zell |
Machine Learning for Health | Pfeifer/Eggeling |
| Automated Machine Learning and Hyperparameter Optimization | Eggensberger |
| Machine Learning for Scientific Discovery | Macke |
| 3D Vision | Geiger |
| Philosophy of Science for Machine Learning | Genin |
| Human Motion Synthesis | Pons - Moll |
| Recent Advances in Reiniforcement Learning | Martius |
| Diverse Topics in Machine Learning - Practical Sessions | |
| Mobile Robots | Zell |
| | |
