Current module catalog (as of Februar 2023)
Appendix 1: Overview of modules, status, credit points (LP)
| Module No. | Compulsory elective complexes or modules | Status | Evaluation | Credit Points |
|---|---|---|---|---|
| Advanded Methods | Compulsory elective | Exam | 6 - 56 | |
| Knowledge Acquisition, Representation, and Processing | Compulsory elective | Exam | 6 - 56 | |
| Learning and Reasoning | Compulsory elective | Exam | 6 - 56 | |
| Seminars or Laboratories | Compulsory elective | Study performance | 6 - 12 | |
| General Studies | Compulsory elective | Exam | 6 | |
| 13602 | Internship | Mandatory | Study performance | 10 |
| 13600 | Master Thesis | Mandatory | Exam | 30 |
| Sum | 120 |
Elective complex: Advanced Methods Note that a few, extra courses are offered for those who speak German.
| Modul No. | Modul Title | Language | Credit Points |
|---|---|---|---|
| 11102 | Lineare Algebra und analytische Geometrie II | German | 8 |
| 11104 | Analysis II | German | 8 |
| 11201 | Analysis III | German | 8 |
| 11449 | Strukturelle Komplexitätstheorie | German | 8 |
| 11509 | Designing and Understanding Psychological Experiments | English | 6 |
| 11787 | Theoretische Informatik | German | 8 |
| 11859 | Cryptography | English | 8 |
| 11886 | Dependability and Fault Tolerance | English | 6 |
| 11889 | Introduction to Cyber Security | English | 8 |
| 12433 | Multiagenten-Systeme | German (English on request) | 4 |
| 12458 | Algebraische Rechenmodelle | German | 8 |
| 12464 | Modeling and Simulation of Discrete Systems | English | 6 |
| 12471 | Ausgewählte Kapitel der Theoretischen Informatik | German | 8 |
| 12973 | Network and System Security | English | 6 |
| 13220 | Modeling in Mixed-Integer Optimization | English | 8 |
| 13490 | Secure Cyber-Physical Systems | English | 6 |
| 13843 | Scientific Computing | English | 6 |
| 13844 | Functional Analysis | English | 8 |
| 13849 | Introduction to Computational Neuroscience | English | 6 |
| 13863 | Mathematical Statistics | English | 8 |
| 13874 | Introduction to Numerical Linear Algebra | English | 6 |
| 13911 | Algebra: Structures and Algorithms | English | 6 |
| 14015 | Introduction to Mathematical Methods in Artificial Intelligence | English | 6 |
Elective complex: Knowledge Acquisition, Representation, and Processing Note that a few, extra courses are offered for those who speak German.
| Modul No. | Modul Title | Language | Credit Points |
|---|---|---|---|
| 11881 | Foundations of Data Mining | English | 6 |
| 11911 | Grundzüge der Kognition und Wahrnehmung | German | 6 |
| 13500 | Introduction to Neural Signal Analysis | English | 6 |
| 13593 | Applied Algebraic Quantum Theory | English | 6 |
| 13668 | Sensorimotor Processing in Health and Disease | English | 6 |
| 13813 | Logic in Databases | English | 8 |
| 13838 / 12345 | Information Retrieval | English | 6 |
| 13839 | Advanced Database Models | English | 6 |
| 13840 | Data Warehouses | English | 6 |
| 13841 | Speech Processing | English | 6 |
| 13842 | Virtual Reality and Agents | English | 6 |
| 13845 | Multimedia Retrieval | German | 6 |
| 13889 | Stochastic Processes | English | 8 |
| 13908 | Experimental Techniques in Physics Supported with Artificial Intelligence / Machine Learning | English | 6 |
| 13912 | Coding Theory | English | 6 |
| 13949 | Differential Geometry | English | 6 |
| 13963 | Neuromorphic Computing and Engineering | English | 6 |
| 13978 | Bioinformatics: Artifical Intelligence and Algorithmic Approaches | English | 6 |
Elective complex: Learning and Reasoning Note that a few, extra courses are offered for those who speak German.
| Modul No. | Modul Title | Language | Credit Points |
|---|---|---|---|
| 11847 | Neural Networks and Learning Theory | English | 8 |
| 12826 | Mathematical Data Science | English | 8 |
| 13335 | Brain-Computer Interfaces (BCIs) for Neuroadaptive Technology | English | 6 |
| 13715 | Causal Data Science in Business and Economics | English | 6 |
| 13846 | Learning in Real and Virtual Humans | English | 6 |
| 13847 | Cognitive Systems: Behavior Control | English | 6 |
| 13873 | Computer Architectures for Deep Learning | English | 6 |
| 13906 | Data exploration and system management using AI/ML | English | 6 |
| 13942 | Foundations of Psychophysiology | English | 6 |
| 11333 | Optimierung II | German | 8 |
| 12472 | Einführung in die Constraint-Programmierung | German | 6 |