18.07.2026
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Module directory - Courses of study from A to Z
Module directory - Courses of study from A to Z
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Data Science and Machine Learning (Master's Programme)
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Master Data Science and Machine Learning
Data Science and Machine Learning - Master's Programme
Course in course of study Master Data Science and Machine Learning
Module
Module component
Information
Semester
Kernbereich Wahlpflichtmodule
1
2
3
inf5402 - Trustworthy Machine Learning
Lecture
o
Exercises
o
phy694 - Machine Learning II
Lecture
o
inf5456 - Applied AI - Multimodal-Multisensor Interfaces I: Foundations, User Modeling, and Common Modality Combination
Seminar
o
o
inf5460 - Applied AI - Multimodal-Multisensor Interfaces III: Language Processing, Software, Commercialization, and Emerging Directions
Seminar
o
o
gsw560 - Current Topics in Data Science and Machine Learning
VA-Auswahl
o
o
gsw565 - Language Courses
VA-Auswahl According to the chosen course at the Language Centre
o
o
Theoretical Foundations of Machine Learning in Mathematics and Natural Sciences
1
2
3
mat942 - Introduction to numerical methods for partial differential equations
Lecture
o
Exercises
o
mar753 - Networks and Complexity
Lecture
o
Seminar
o
phy973 - Current Topics in Theoretical Foundations of Machine Learning in Mathematics and Natural Sciences
Seminar
o
o
Data Science and Machine Learning in Medicine and Health Care
1
2
3
inf525 - Medical Data Pipelines
Lecture
+
Exercises
+
inf5406 - Medical Data Analysis with Deep Learning
Lecture
+
Exercises
+
inf527 - Big Data Analytics and Clinical Decision Support
Lecture
+
Exercise or project
+
inf524 - Medical Basics
Lecture
o
Exercises
o
gsw220 - Bioinformatics and Omics
Seminar und Übung
o
Lecture
o
gsw580 - Current Topics in Data Science in Medicine and Healthcare
Seminar
o
o
Data-Driven Speech and Hearing Sciences
1
2
3
phy605 - Digital Signal Processing
Lecture
+
phy976 - Algorithms for Speech Processing
Lecture
+
+
Exercises
+
+
psy220 - Human Computer Interaction
Lecture
o
Seminar
o
phy978 - Current Topics in Data-Driven Speech and Hearing Sciences
Seminar
o
o
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