| Overview |
ECTS Credits |
| AI Basics and Practical Training | 25,50 |
| ........ UE Hands-on AI II | 3,00 |
| ........ VL Hands-on AI II | 1,50 |
| ........ UE Hands-on AI I | 1,50 |
| ........ VL Hands-on AI I | 1,50 |
| ........ VL Introduction to AI | 3,00 |
| ........ PR Practical Work in AI | 7,50 |
| ........ SE Seminar in AI | 3,00 |
| ........ UE Artificial Intelligence | 1,50 |
| ........ VL Artificial Intelligence | 3,00 |
| AI and Society | 10,50 |
| ........ Gender Studies | 3,00 |
| ................ KV Gender and Diversity in Computer Science and Engineering: Perspectives from Sociocultural Studies and Ethics | 3,00 |
| ................ KV Ethics and Gender Studies | 3,00 |
| ................ KV Gender Studies and Social Competence | 3,00 |
| ................ KV Introduction into Gender Studies in Science and Engineering | 3,00 |
| ................ KS Introduction to Society, Gender and Diversity in Information Technology | 3,00 |
| ........ KV Lecture Series Artificial Intelligence | 1,50 |
| ........ KV Responsible AI | 3,00 |
| ........ KV Technology and Society | 3,00 |
| Computer Science | 18,00 |
| ........ UE Algorithms and Data Structures 1 | 1,50 |
| ........ VL Algorithms and Data Structures 1 | 3,00 |
| ........ UE Programming in Python II | 1,50 |
| ........ VL Programming in Python II | 1,50 |
| ........ UE Programming in Python I | 3,00 |
| ........ VL Programming in Python I | 3,00 |
| ........ UE Algorithms and Data Structures 2 | 1,50 |
| ........ VL Algorithms and Data Structures 2 | 3,00 |
| Data Science | 33,00 |
| ........ UE Digital Signal Processing | 1,50 |
| ........ VL Digital Signal Processing | 3,00 |
| ........ UE Introduction to Computational Statistics | 1,50 |
| ........ VL Introduction to Computational Statistics | 3,00 |
| ........ KV Machine Learning: Basic Techniques | 3,00 |
| ........ UE Natural Language Processing | 1,50 |
| ........ VL Natural Language Processing | 1,50 |
| ........ UE Statistics for AI | 3,00 |
| ........ VL Statistics for AI | 3,00 |
| ........ KV Computational Data Analytics | 3,00 |
| ........ UE Learning from User-generated Data | 1,50 |
| ........ VL Learning from User-generated Data | 3,00 |
| ........ UE Visualization | 1,50 |
| ........ VL Visualization | 3,00 |
| Knowledge Representation and Reasoning | 13,50 |
| ........ UE Computational Logics for AI | 1,50 |
| ........ VL Computational Logics for AI | 3,00 |
| ........ UE Formal Models | 1,50 |
| ........ VL Formal Models | 3,00 |
| ........ UE Logic | 1,50 |
| ........ VL Logic | 3,00 |
| Machine Learning and Perception | 18,00 |
| ........ UE Machine Learning: Supervised Techniques | 1,50 |
| ........ VL Machine Learning: Supervised Techniques | 3,00 |
| ........ UE Machine Learning: Unsupervised Techniques | 1,50 |
| ........ VL Machine Learning: Unsupervised Techniques | 3,00 |
| ........ UE Reinforcement Learning | 1,50 |
| ........ VL Reinforcement Learning | 3,00 |
| ........ UE Machine Learning and Pattern Classification | 1,50 |
| ........ VL Machine Learning and Pattern Classification | 3,00 |
| Mathematics | 31,50 |
| ........ UE Mathematics for AI III | 3,00 |
| ........ VL Mathematics for AI III | 6,00 |
| ........ UE Mathematics for AI II | 3,00 |
| ........ VL Mathematics for AI II | 6,00 |
| ........ UE Mathematics for AI I | 3,00 |
| ........ VL Mathematics for AI I | 6,00 |
| ........ UE Numerical Optimization | 1,50 |
| ........ VL Numerical Optimization | 3,00 |
| Area of Specialization | 12,00 |
| ........ Computer and Data Science | |
| ................ UE Computability and Complexity | 1,50 |
| ................ VL Computability and Complexity | 3,00 |
| ................ UE Databases and Information Systems 1 | 3,00 |
| ................ VL Databases and Information Systems 1 | 3,00 |
| ................ UE Databases and Information Systems 2 | 1,50 |
| ................ VL Databases and Information Systems 2 | 3,00 |
| ................ UE Embedded and Pervasive Systems | 1,50 |
| ................ VL Embedded and Pervasive Systems | 3,00 |
| ................ UE Software Development 1 | 3,00 |
| ................ VL Software Development 1 | 3,00 |
| ................ UE Software Development 2 | 3,00 |
| ................ VL Software Development 2 | 3,00 |
| ................ KV Advanced Interactive Visualization | 4,50 |
| ................ PR Computational Data Analytics | 1,50 |
| ................ KV Conceptual Data Modeling | 3,00 |
| ................ KV Debugging | 3,00 |
| ................ KV Hardware Design | 4,50 |
| ................ VL Information Displays | 3,00 |
| ................ KV Knowledge Based Systems | 3,00 |
| ................ KV Mobile Computing | 3,00 |
| ................ KV Multimedia Search and Retrieval | 4,50 |
| ................ VL Quantum Computing | 3,00 |
| ................ KV Semantic Data Modeling and Applications | 3,00 |
| ................ KV Statistical Principles of Data Science | 6,00 |
| ........ Mathematics | |
| ................ VL Computational Geometry | 3,00 |
| ................ VL Mathematical Logic | 3,00 |
| ................ VL Symbolic Summation and Integration | 4,50 |
| ................ VL Inverse problems | 3,00 |
| ................ VL Stochastic Processes | 3,00 |
| ................ UE Computer Algebra for Concrete Mathematics | 1,50 |
| ................ VL Computer Algebra for Concrete Mathematics | 3,00 |
| ................ VL Algorithmic Combinatorics | 3,00 |
| ................ UE Computational Geometry | 1,50 |
| ................ VL Formal Modelling | 3,00 |
| ................ UE Functional Analysis | 1,50 |
| ................ VL Functional Analysis | 4,50 |
| ................ UE Manyvalued Logic | 1,50 |
| ................ UE Fuzzy Systems | 1,50 |
| ................ VL Fuzzy Systems | 3,00 |
| ................ UE Ordinary differential equations and dynamical systems | 1,50 |
| ................ VL Ordinary differential equations and dynamical systems | 4,50 |
| ................ VL Manyvalued Logic | 3,00 |
| ................ UE Markov Chains | 1,50 |
| ................ VL Markov Chains | 3,00 |
| ................ UE Mathematical logic | 1,50 |
| ................ UE Optimization | 1,50 |
| ................ VL Optimization | 4,50 |
| ................ KV Practical in Symbolic Computation | 3,00 |
| ................ VL Special topics Knowledge-based Mathematical Systems | 3,00 |
| ................ VL Special Topics Optimization | 3,00 |
| ................ VL Special Topics symbolic computation | 3,00 |
| ................ VL Special Topics Probability Theory and Mathematical Statistics | 3,00 |
| ................ UE Stochastic Processes | 1,50 |
| ................ UE Probability theory and statistics | 3,00 |
| ................ VL Probability theory and statistics | 6,00 |
| ................ VL Knowledge and Data Based Modelling | 3,00 |
| ........ Mechatronics | |
| ................ UE Introduction to Electrical Engineering | 2,00 |
| ................ VL Introduction to Electrical Engineering | 3,00 |
| ................ PR Introduction to Electrical Engineering | 1,00 |
| ................ UE Signals and Systems | 1,50 |
| ................ VL Signals and Systems | 4,50 |
| ................ UE Engineering Mechanics 1 | 3,00 |
| ................ VL Engineering Mechanics 1 | 3,00 |
| ........ Life Sciences | |
| ................ UE Artificial Intelligence in Life Sciences | 1,50 |
| ................ VL Artificial Intelligence in Life Sciences | 1,50 |
| ................ KV Genome Analysis & Transcriptomics | 3,00 |
| ................ KV Structural Bioinformatics | 3,00 |
| ................ VL Introduction to Genetics | 1,50 |
| ................ VL Organic Chemistry 1 for Biological Chemistry | 4,50 |
| ................ UE Sequence Analysis and Phylogenetics | 3,00 |
| ................ VL Sequence Analysis and Phylogenetics | 3,00 |
| ................ UE Bioanalytics I | 1,50 |
| ................ VL Bioanalytics I | 3,00 |
| ................ UE Molecular biology of the cell I | 1,50 |
| ................ VL Molecular biology of the cell I | 3,00 |
| ................ VU Advanced Topics of Molecular Biotechnologies | 3,00 |
| ................ VU Genomic Data Analysis | 6,00 |
| ................ VL Biochemistry | 3,00 |
| ................ VL Instrumental Analytical Chemistry | 3,00 |
| ................ VL Introduction to Organic Chemistry | 3,00 |
| ................ VL NMR Spectroscopy | 1,50 |
| ................ VL Organic Chemistry 1 | 4,50 |
| ................ VL Advanced NMR 1 | 1,50 |
| ................ KV Understanding NMR spectroscopy | 3,00 |
| ................ VL Organic Chemistry for Physics | 3,00 |
| ........ Special Topics | |
| ................ KV Special Topics in AI | 1,50 |
| ................ UE Special Topics in AI | 1,50 |
| ................ VL Special Topics in AI | 1,50 |
| ................ KV Special Topics in AI | 3,00 |
| ................ UE Special Topics in AI | 3,00 |
| ................ VL Special Topics in AI | 3,00 |
| ................ KV Special Topics in AI | 4,50 |
| ................ VL Special Topics in AI | 4,50 |
| ................ SE Special Topics in AI | 3,00 |
| ................ KV Special Topics (1,5 ECTS) | 1,50 |
| ................ UE Special Topics (1,5 ECTS) | 1,50 |
| ................ VL Special Topics (1,5 ECTS) | 1,50 |
| ................ KV Special Topics (3 ECTS) | 3,00 |
| ................ UE Special Topics (3 ECTS) | 3,00 |
| ................ VL Special Topics (3 ECTS) | 3,00 |
| ................ KV Special Topics (4,5 ECTS) | 4,50 |
| ................ SE Special Topics | 3,00 |
| ........ Miscellaneous | |
| ................ VL Law for Computer Science | 3,00 |
| ................ VL Economy for Computer Science | 3,00 |
| ................ VL Computer Forensics and IT Law | 3,00 |
| ................ VL Literature Searching, Publishing and Patents | 1,50 |
| ................ KV Scientific Writing and Presenting | 3,00 |
| Bachelor's Thesis | 9,00 |
| ........ SE Bachelor’s Thesis Seminar in AI | 9,00 |
| Free Electives | 9,00 |
