Fachbereich Informatik

List of Courses for the Master ML in the Wintersemester 2022/2023 (Foundations of ML and Diverse Topics in ML)

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