Studies and Teaching

For information about studying informatics/ computer sciences, prerequisites, conditions, and degree programs visit the Institute for Informatics website. 

WiSe 2023/2024

• Lecture Grundlagen des Maschinellen Lernens (Hüllermeier)
• Softwareentwicklungspraktikum AutoML Workbench (Wever)
• Seminar Ausgewählte Themen der künstlichen Intelligenz (Hüllermeier)
• Seminar Evolutionary Algorithms (Hüllermeier, Bengs, Damke, Wever)
• Lecture Uncertainty in Artificial Intelligence and Machine Learning (Hüllermeier)
• Seminar Artificial Intelligence and Machine Learning (Hüllermeier)
• Lecture Online Machine Learning and Bandits (Bengs)

Courses for students interested in the AIM@LMU minor

• Lecture Einführung in die Informatik: Programmierung und Softwareentwicklung (Ernst)
• Lecture Mathematik I: Grundlegende Konzept für Nebenfachstudierende (Schollmeyer)
• Lecture Einführung in die Künstliche Intelligenz im Nebenfach für Studierende der Naturwissenschaften (Hüllermeier)
• Lecture Introduction to Machine Learning for Students of the Humanities and Social Science (Bothmann)

SoSe 2023

• Lecture Grundlagen der Künstlichen Intelligenz (Hüllermeier) Tue. 14-16h c.t.
• Lecture Einführung in die Künstliche Intelligenz im Nebenfach für Sozial-, Geistes- und Wirtschaftswissenschaften (Hüllermeier) Wed. 10-12h c.t.
• Lecture Preference Learning and Ranking (Hüllermeier) Tue. 16-18h c.t.
• Seminar Recent Advances in Machine Learning (Hüllermeier)
• Seminar Artificial Intelligence and Machine Learning (Hüllermeier)
• Lecture Automated Algorithm Configuration and Design (Wever) Wed. 13-16h c.t.
• Lecture Optimization for Machine Learning (Bengs) Tue. 9-12h c.t.

Courses for students interested in the AIM@LMU minor

• Lecture Statistik II für Studierende der Soziologie und Nebenfachstudierende  (Module P3) (Haensch/Kreuter) Mon. and Thurs. 12-14h c.t.
• Lecture Einführung in die Künstliche Intelligenz im Nebenfach für Sozial-, Geistes- und Wirtschaftswissenschaften (Module P6) (Hüllermeier) Wed. 10-12h c.t.
• Lecture Introduction to Machine Learning /Einführung in das maschinelle Lernen (Bothmann) Wed. 12-14h c.t.

WiSe 2022/2023

• Lecture Grundlagen des Maschinellen Lernens (Hüllermeier)
• Softwareentwicklungspraktikum AutoML Workbench (Wever) 
• Seminar Ausgewählte Themen der künstlichen Intelligenz (Hüllermeier)
• Seminar Evolutionary Algorithms (Hüllermeier, Bengs, Damke, Wever)
• Lecture Uncertainty in Artificial Intelligence and Machine Learning (Hüllermeier)
• Seminar Artificial Intelligence and Machine Learning (Hüllermeier)
• Lecture Online Machine Learning and Bandits (Bengs)

Courses for students interested in the AIM@LMU minor 

• Lecture Mathematics - Link to the lecture in the LSF. Link to the exercise in the LSF.
• Lecture Introduction to programming - Link to the lecture in the LSF. Link to the exercise in the LSF.
• Lecture Introduction to machine learning (for the natural sciences) - Link to the LSF. Link to the Website.

SoSe 2022

• AIM@LMU Ringvorlesung (Hüllermeier, varying lecturers)

The interdisciplinary lecture series "AI in Science and Society", in which the social relevance of AI and the importance of AI in different scientific fields are to be examined, is one component of the planned new Minor "AI as a major Minor." Although the range of courses is still being prepared, we would like to offer this lecture as a trial in the coming summer semester. The lecture will take place either in person or online Wednesdays from 15 to 17h. The lecture series is open to all members of the LMU community. Stay tuned to this site for up-to-date information.

• Bachelor seminar: Algorithm Selection
• Lecture Grundlagen der Künstlichen Intelligenz (Hüllermeier)
• Lecture Preference Learning and Ranking (Hüllermeier)
• Seminar Recent Advances in Machine Learning (Hüllermeier)
• Lecture Automated Algorithm Configuration and Design (Wever)

WiSe 2021/2022

• Lecture Foundations of Machine Learning (Hüllermeier) Moodle
• Lecture Uncertainty in Artificial Intelligence and Machine Learning (Hüllermeier) Moodle
• Seminar Recent Advances in Machine Learning (Hüllermeier)

Previous Teaching in Paderborn

WiSe 2020/2021

• Lecture Modelling (in German) (Hüllermeier))
• Lecture Machine Learning I (Ramaswamy)
• Lecture Online and Adaptive Machine Learning (Bengs)
• Lecture Planning and Heuristic Search (Lettmann)
• Project Group MABA - Multi-armed bandit algorithms (part 2) (Bengs)
• Project Group ML4PdM - Machine Learning for Predictive Maintenance (part 1) (Hüllermeier, T. Tornede)
• Seminar Machine Learning (Hüllermeier)
• Research Seminar Machine Learning (Hüllermeier)

SoSe 2020

• Lecture Foundations of Intelligent Systems (in German) (Hüllermeier)
• Lecture Data Mining (in German) (Bengs)
• Lecture Machine Learning II (Hüllermeier)
• Lecture Web-based Information Systems (Lettmann)
• Project Group MABA - Multi-armed bandit algorithms (part 1) (Bengs)
• Seminar Machine Learning (Hüllermeier)
• Research Seminar Machine Learning (Hüllermeier)

Recurring Courses

• Lecture Modelling
• Lecture Foundations of Intelligent Systems
• Lecture Machine Learning I
• Lecture Planning and Heuristic Search
• Lecture Machine Learning II