Fachbereich Informatik

List of Courses for the Master ML in the Winter Semester 2023/24 (Foundations of ML and Diverse Topics in ML) - Still subject to potential changes

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