List of Courses for the Master ML in the Summer semester 2024 (Foundations of ML and Diverse Topics in ML) - Tentative
Foundations of Machine Learning | Lecturer |
Macke | |
Hein | |
Diverse Topics in Machine Learning - Lectures | |
Machine Learning of Single Cell Dynamics | Claassen |
Mobile Robots | Zell |
Efficient Machine Learning in Hardware | Bringmann |
Neural Data Science | Berens |
Natural Language Processing | Eickhoff |
Theoretical Aspects of Machine Learning | Buchholz |
Probability Distances for Data Science | Eckstein |
Theory of Statistical Learning for Nonparametric Regression 1 | Prohl |
Understanding LLMs | Franke/Eickhoff |
Modern Search Engines | Eickhoff |
Diverse Topics in Machine Learning - Seminars | |
Machine Learning to fight Infections | Pfeifer |
Explainable Machine Learning | Luxburg |
Machine Learning for Renewable Energy Systems | Ludwig |
Auto Machine Learning in the Age of LLMs and Pre-trained Models | Eggensperger |
Advanced Topics in Computergraphics and Computer Vision | Lensch |
A Zoo of Nonstandard Learning Problems (Block seminar) | Derr/Fröhlich |
Deep Learning Research Kitchen | Hennig, Orvieto, Geiping, Schneider |
Machine Learning in Biomedicine | Pfeifer |
Baumdicker | |
Claassen | |
Diverse Topics in Machine Learning - Practice | |
Machine Learning in Graphics, Vision, and Language | Lensch |
Mobile Robots | Zell |
Expanded Perspectives - Lectures (Special Recommendation) | |
Climate Modeling | Rehfeld |