Module directory - Combinations of field of study and final degree

Module directory - Combinations of field of study and final degree

Combinations of field of study and final degree > Master Data Science and Machine Learning
Data Science and Machine Learning 120 KP - Master's Programme

Course in course of study Master Data Science and Machine Learning (Master's Programme)

Category Module Module component Semester
1 2 3 4
Kernbereich Pflichtmodule
 inf040 - Introduction to Data Science Lecture +      
Exercises +      
inf5408 - Applied Deep Learning Lecture +      
Exercises +      
phy730 - Machine Learning Lecture +      
Exercises +      
psy300 - Statistical Learning Lecture +      
Seminar +      
gsw550 - Interdisciplinary Lecture Series Data Science and Data Ethics Lecture +      
Kernbereich Wahlpflichtmodule
 inf820 - Exploring Research Data Management Lecture   o    
Seminar   o    
inf5402 - Trustworthy Machine Learning Lecture   o    
Exercises   o    
phy694 - Machine Learning II Lecture   o    
inf5400 - Advanced Topics in Applied Deep Learning Lecture     o  
Exercises     o  
mat940 - Time Series Analysis Lecture     o  
Exercises     o  
inf420 - Introduction to IT-Security Lecture     o  
Exercises     o  
inf1212 - Designing Explainable Artificial Intelligence Lecture   o    
Seminar   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  
gsw555 - Internship Practical training   o o  
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  
gsw570 - Study Abroad I - Data Science/Machine Learning VA-Auswahl (Depending on choice of course at the foreign university)     o  
Theoretical Foundations of Machine Learning in Mathematics and Natural Sciences
 phy970 - Theoretical Foundations of Machine Learning and Data Science Lecture     +  
Exercises     +  
phy971 - Group Project Theoretical Foundations of Machine Learning in Mathematics and Natural Sciences Practical training     +  
mat941 - Mathematical Foundations of Statistical Learning Lecture   o o  
Exercises   o o  
mat942 - Introduction to numerical methods for partial differential equations Lecture   o    
Exercises   o    
phy972 - Computational Physics 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  
phy974 - Information Processing and Communication Lecture   o    
Exercises   o    
gsw571 - Study Abroad II - Specialisation VA-Auswahl (Depending on choice of course at the foreign university)     o  
Data Science and Machine Learning in Medicine and Health Care
 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   +    
gsw575 - Group Project in Data Science in Medicine and Healthcare Practical training     +  
inf589 - Special Topics in "Medical Informatics" II VA-Auswahl     o  
inf305 - Medical Technology Lecture     o  
Exercises     o  
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  
gsw571 - Study Abroad II - Specialisation VA-Auswahl (Depending on choice of course at the foreign university)     o  
Data-Driven Speech and Hearing Sciences
 phy605 - Digital Signal Processing Lecture   +    
phy975 - Hearing and Communication Acoustics Lecture     +  
Seminar     +  
phy976 - Algorithms for Speech Processing Lecture   + +  
Exercises   + +  
phy977 - Group Project Data-Driven Speech and Hearing Sciences Practical training     +  
phy974 - Information Processing and Communication Lecture   o    
Exercises   o    
phy734 - Introduction to Neurophysics Lecture     o  
Exercises     o  
phy678 - Processing and analysis of biomedical data Lecture     o  
psy220 - Human Computer Interaction Lecture   o    
Seminar   o    
phy978 - Current Topics in Data-Driven Speech and Hearing Sciences Seminar   o o  
gsw571 - Study Abroad II - Specialisation VA-Auswahl (Depending on choice of course at the foreign university)     o  
Masterabschlussmodul
 mam - Master's Thesis Module Seminar       +