Lecture - Artificial Intelligence Lecture - Artificial Intelligence This lecture provides an overview of the field of artificial intelligence and teaches basic concepts and techniques underlying the design of intelligent machines.
Seminar - Artificial Intelligence Seminar - Artificial Intelligence This seminar discusses selected topics of AI, e.g. Multi-Objective Optimization, Games, RL, ...
Lab - Python Programming for AI Lab - Python Programming for AI This module provides a through introduction into Python programming with an emphasis on requirements and applications related to AI.
Lecture - Machine Learning Lecture - Machine Learning This lecture provides a comprehensive overview of different tasks in machine learning, algorithms, and evaluation aspects.
Lab - Machine Learning Lab - Machine Learning This lab offers the opportunity to gain practical experience with artificial intelligence/machine learning methods and algorithms
Lecture - Responsible Artificial Intelligence Lecture - Responsible Artificial Intelligence This lecture covers various aspects of responsible artificial intelligence, with a focus on fair machine learning and explainable AI (XAI).
Seminar - Responsible AI Seminar - Responsible AI This seminar discusses selected topics of responsible AI, e.g. multi-discrimination, counterfactual explanations, ...