ML at KIT

This article is a list of lectures at KIT which are related to machine learning.

Machine Learning Techniques:

Title Short Lecturer ECTS SWS
Analysetechniken für große Datenbestände [24114] Prof. Dr. Böhm 5 2+1
Maschinelles Lernen 1 [24150] Prof. Dr. Zöllner, Prof. Dr. Dillmann 3 2
Maschinelles Lernen 2 [24620] Prof. Dr. Zöllner, Prof. Dr. Dillmann 3 2
Computer Vision [24180] Prof. Dr. Ing. Rainer Stiefelhagen 6 4
Content-Based Image and Video Retrieval [24628] Prof. Dr. Ing. Rainer Stiefelhagen 3 2
Mustererkennung [24675] Prof. Dr. Beyerer 3 2
Neuronale Netze [24642] Prof. Dr. Waibel 6 4
Informationsfusion [24172] Prof. Dr. Heizmann 3 2
Probabilistische Planung [24603] PD Dr.-Ing. Marco Huber 6 4

Applications:

Title Short Lecturer ECTS SWS
Grundlagen der Automatischen Spracherkennung [24145] Dr. Stüker 6 4
Lokalisierung mobiler Agenten [24613] Dr.-Ing. Kurz 6 3

Hands on Courses:

Title Short Lecturer ECTS SWS
Projektpraktikum Maschinelles Lernen [24906] Marc Zofca, Michael Weber, Florian Kuhnt 6 4
Projektpraktikum Kognitive Automobile [24313] Marc Zofca, Michael Weber, Florian Kuhnt 6 4

Non-CS Courses:

Title Subject Lecturer ECTS SWS
Moderne Methoden der Datenanalyse Physics Andreas B. Meyer 6+2