Elective Modules in Master Informatics - offered in SS26 and in previous semesters

This is a list of lectures grouped by area with availability data, which as far as I know is not provided by TUM elsewhere in a convenient format. I hope it will be helpful to you!

Disclaimer: This site is non-official and automatically generated by fetching the data from the curriculum tree view and the data from the Courses tab in TUM online, and merging it based on course page URL. It can contain errors, or courses can be missing, for example if there is a bug in my code (has happened before), or if a new course was not yet present in the tree view at the time this list was created. Use with care (and please notify me if you find any errors).

This project on Github

Algorithms (ALG)

ID Title Credits THEO Last offered
CIT423011 πŸŒŸ Advanced Topics in Computational Social Choice 5 THEO SS26
IN2239 Algorithmic Game Theory 5 THEO SS26
IN2007 πŸ’Ž Complexity Theory 8 THEO SS26
IN2004 Efficient Algorithms and Data Structures II 8 THEO SS26
IN0024 Operations Research 6 THEO SS26
IN2229 Computational Social Choice 6 THEO WS25/26
IN2003 Efficient Algorithms and Data Structures 8 THEO WS25/26
IN2211 Auction Theory and Market Design 5 THEO WS22/23

Computer Graphics and Vision (CGV)

ID Title Credits THEO Last offered
IN2228 3D Computer Vision 8 THEO SS26
IN2354 3D Scanning & Motion Capture 6 SS26
IN2111 3D User Interfaces 6 SS26
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8 SS26
IN2018 Augmented Reality 6 SS26
IN2297 Geometry Processing 6 SS26
IN2392 Machine Learning for 3D Geometry 6 SS26
IN2375 Computer Vision III: Detection, Segmentation, and Tracking 6 WS25/26
IN0037 Game Physics 6 WS25/26
IN2015 Image Synthesis - Realtime-Techniques and global Illumination 5 WS25/26
IN2369 Machine Vision 6 WS25/26
IN2293 Medical Augmented Reality 5 WS25/26
IN2133 Principles of Computer Vision 4 WS25/26
IN2236 Virtual Physics: Using Modern Modeling Methodologies for Computer Simulation 4 WS25/26
MH4L004277 Virtual-, Mixed-, and Augmented Reality 5 WS25/26
IN2026 Visual Data Analytics 5 WS25/26
IN2409 Inverse Problems in Medicine 5 SS23
IN2124 Basic Mathematical Methods for Imaging and Visualization 5 WS22/23
IN2246 Computer Vision I: Variational Methods 8 THEO WS19/20
IN2246 πŸŒŸ Computer Vision I: Variational Methods 8 THEO WS17/18

Databases and Information Systems (DBI)

ID Title Credits THEO Last offered
CIT3230003 Data Structure Engineering 5 SS26
CIT3230004 Data Processing on Modern Hardware 5 SS26
IN2118 Database Systems on Modern CPU Architectures 6 SS26
IN2267 Transaction Systems 6 SS26
CIT3230002 Cloud Information Systems 5 WS25/26
CIT3230001 Code Generation for Data Processing 6 WS25/26
CIT323001 High Performance Query Processing 5 WS25/26
IN2219 Query Optimization 6 WS25/26
IN2031 Application and Implementation of Database Systems 6 SS25
IN3100 πŸŒŸ Selected Topics in Databases and Information Systems: Digital Health Service Systems 5 SS24
IN3100 Selected Topics in Databases and Information Systems: Data Processing On Modern Hardware 5 SS23
IN3100 πŸŒŸ Selected Topics in Databases and Information Systems (High-Performance Query Processing) 5 WS22/23
IN2288 Event Processing 5 SS22
IN3100 Selected Topics in Databases and Information Systems: Scalable Similarity Search Algorithms 5 WS10/11

Digital Biology and Digital Medicine (DBM)

ID Title Credits THEO Last offered
IN2022 Computer Aided Medical Procedures II 5 SS26
IN2393 Lecture Machine Learning for Regulatory Genomics 6 SS26
IN2322 Protein Prediction I for Computer Scientists 8 SS26
CIT4230001 Computational Modeling for System Genetics 6 WS25/26
IN2021 Computer Aided Medical Procedures 6 WS25/26
IN2292 Introduction to Surgical Robotics 6 WS25/26
IN2291 Protein Prediction II for Computer Scientists 8 WS25/26

Engineering Software-intensive Systems (SE)

ID Title Credits THEO Last offered
IN2084 Advanced Topics of Software Testing 5 SS26
IN2359 Blockchain-based Systems Engineering 5 SS26
IN2105 Business Process Technologies and Management 5 SS26
CIT423001 DevOps: Engineering for Deployment and Operations 6 SS26
CIT4230005 Engineering Resilient Cognitive Systems 3 SS26
CIT423010 πŸŒŸ Requirements Engineering 5 SS26
IN2087 Software Engineering for Business Applications - Master's Course: Web Application Engineering 8 SS26
IN2309 Advanced Topics of SW Engineering 8 WS25/26
CIT423002 AI Testing 5 WS25/26
IN2081 Patterns in Software Engineering 5 WS25/26
IN2235 Software Engineering in Industrial Practice 3 WS25/26
CIT4230000 Strategic IT Management 4 WS25/26
IN3430 Selected Topics in Software Engineering - Internet of Things and Services 5 WS18/19
IN2235 Software Engineering in an Industrial Setting - Business Information Systems and their Impact on the Enterprise 3 WS10/11

Formal Methods and their Applications (FMA)

ID Title Credits THEO Last offered
IN2227 Compiler Construction I 5 THEO SS26
IN2049 Logic 8 THEO SS26
IN2050 Model Checking 8 THEO SS26
IN2052 Petri Nets 5 THEO SS26
CIT3230000 Advanced Concepts of Programming Languages 6 WS25/26
IN3350 πŸŒŸ AusgewΓ€hlte Themen aus dem Bereich Formale Methoden und ihre Anwendungen 5 WS25/26
IN2041 Automata and Formal Languages 8 THEO WS25/26
IN2296 Games on Graphs 5 WS25/26
IN2053 Program Optimization 8 THEO WS25/26
IN2055 Semantics 8 THEO WS25/26
IN2040 Virtual Machines 6 THEO SS25
IN2358 Lambda Calculus 5 THEO WS23/24
IN3350 πŸŒŸ Selected Topics in Formal Methods and their Applications - Lambda Calculus 5 WS17/18

Machine Learning and Analytics (MLA)

ID Title Credits THEO Last offered
IN2298 Advanced Deep Learning for Physics 6 SS26
CIT433027 Advanced Deep Learning for Robotics 8 SS26
CIT4230003 Advanced Machine Learning: Deep Generative Models 3 SS26
CIT4230002 Advanced Natural Language Processing 5 SS26
IN2408 Artificial Intelligence in Medicine II 5 SS26
CIT4230006 Causal Inference in Time series 5 SS26
CIT433021 Fundamentals of Foundation Models 5 SS26
IN2346 Introduction to Deep Learning 6 SS26
IN2395 Legal Data Science and Informatics 6 SS26
CIT423013 πŸŒŸ Machine Learning and Structure: Geometry, Discrete Structure and Algorithms 8 SS26
IN2323 πŸ’Ž Machine Learning for Graphs and Sequential Data 5 SS26
LS20057 πŸŒŸ NeuroAI and Machine Learning in Neuroscience – Lecture (M.Sc.) 7 SS26
IN2403 Artificial Intelligence in Medicine 5 WS25/26
IN2028 Business Analytics and Machine Learning 5 WS25/26
IN2410 Causality 8 THEO WS25/26
IN2339 Data Analysis and Visualization in R 6 WS25/26
IN2030 Data Mining and Knowledge Discovery 3 WS25/26
IN2064 Machine Learning 8 WS25/26
IN2361 Natural Language Processing 6 WS25/26
CIT423004 πŸŒŸ Robust Machine Learning 3 WS25/26
CIT4230004 Statistical Foundations of Learning 8 THEO SS25
IN2357 Machine Learning for Computer Vision 5 SS22
IN2064 πŸŒŸ Machine Learning 8 WS15/16

Computer Architecture, Computer Networks and Distributed Systems (RRV)

ID Title Credits THEO Last offered
EI70630 HW/SW Codesign 5 SS26
CIT433032 Logic Synthesis and Physical Design 6 SS26
CIT433031 Machine Learning for Design Automation and Manufacturing 5 SS26
IN2333 πŸ’Ž Protocol Design 8 SS26
IN2076 Advanced Computer Architecture 6 WS25/26
IN2097 Advanced Computer Networking 5 WS25/26
IN2125 Virtualization Techniques 5 WS25/26
IN2324 Connected Mobility Basics 8 SS25
CIT4330013 Design Automation and Simulation for Microfluidic Devices 5 SS25
IN2315 Network Coding 6 THEO WS24/25
IN3450 Selected Topics in Computer Architecture, Computer Networks and Distributed Systems 5 WS23/24
IN2259 Distributed Systems 5 WS22/23
IN2125 Virtualization Techniques 5 WS19/20

Robotics (ROB)

ID Title Credits THEO Last offered
CIT433034 Advanced Multi-Fingered Robotic Hands: Dextrous Manipulation and Learning AI 3 SS26
IN2376 Advanced Robot Control and Learning 6 SS26
CIT433037 Advanced Robot Learning and Decision-Making 5 SS26
IN2356 Autonomous Driving 3 SS26
IN2222 Cognitive Systems 5 SS26
MW2411 Concepts and Software Design for Cyber-Physical Systems 5 SS26
IN2305 Cyber-Physical Systems 6 SS26
CIT433039 Intelligent Robots with a Sense of Smell 7 SS26
IN2061 Introduction to digital signal processing 7 SS26
IN2138 Robot Motion Planning 5 SS26
IN2068 Sensor-based Robotic Manipulation and Locomotion 3 SS26
IN2383 Formal Methods for Cyber-Physical Systems 5 WS25/26
IN2406 Fundamentals of Artificial Intelligence 6 WS25/26
IN2405 Neuroprosthetics - Artificial Limbs 5 WS25/26
IN2060 Real-Time Systems 6 WS25/26
IN2308 Robot Programming and Control for Human Interaction 5 WS25/26
IN2067 Robotics 6 WS25/26
CIT4330017 Trustworthy Machine Learning Systems 3 WS25/26
CIT436000 πŸŒŸ Legged Robots 5 SS24
CIT3330000 Introduction to Mobile Robotics 6 WS23/24

Security and Privacy (SP)

ID Title Credits THEO Last offered
EI71070 Advanced Cryptographic Implementations 5 SS26
EI70520 Circuit Design for Security 5 SS26
CIT3330003 Cryptography 5 THEO SS26
CIT433040 πŸŒŸ Embedded Systems and Security 6 SS26
CIT4330009 IoT Security 5 SS26
CIT3330002 IT Security 2 5 SS26
EI71073 Quantum Computers and Quantum Secure Communications 5 SS26
IN2178 Security Engineering 5 SS26
CIT433040 Embedded Systems and Security 6 WS25/26
EI73451 Information Theoretic Security 5 WS25/26
IN2101 Network Security 5 WS25/26
EI71029 Physical Unclonable Functions 5 WS25/26
EI75671 Ringvorlesung Systemsicherheit 3 WS25/26
EI7243 Secure Implementation of Cryptographic Algorithms 6 WS25/26
EI71060 Security in Communications and Storage 5 WS25/26
CIT433044 πŸŒŸ Trustworthy Distributed Learning 6 WS25/26
IN2407 Hardware Security 5 SS25
IN2161 Networks for Monetary Transactions 3 WS24/25
IN2362 Language based Security 5 SS24
IN2194 Peer-to-Peer Systems and Security 6 SS24
IN3470 Selected Topics in Distributed Systems and Computer Networks - Block lecture on Network Mechanisms 5 SS24
CIT4330001 πŸŒŸ Machine Learning und IT-Sicherheit 5 WS22/23

Scientific Computing and High Performance Computing (HPC)

ID Title Credits THEO Last offered
IN2400 Advanced Concepts of Quantum Computing 5 THEO SS26
IN2001 Algorithms for Scientific Computing 8 THEO SS26
IN2345 Algorithms for Uncertainty Quantification 5 THEO SS26
IN2010 Modelling and Simulation 8 THEO SS26
IN2147 Parallel Programming 5 SS26
IN2388 Tensor Networks 5 THEO SS26
IN2381 Introduction to Quantum Computing 5 THEO WS25/26
IN2398 Numerical Algorithms for High Performance Computing 8 THEO WS25/26
IN2365 Parallel Programming Systems 3 WS25/26
CIT423000 Scientific Computing and Machine Learning 5 WS25/26
CIT4330012 Software for Quantum Computing 5 WS25/26
IN2311 Turbulent Flow Simulation on HPC-Systems 5 THEO WS24/25
IN2365 Parallel Programming Systems 3 WS20/21
IN3480 πŸŒŸ Selected Topics in Algorithms and Scientific Computing 5 SS20

Elective Modules not Assigned to any Area

ID Title Credits THEO Last offered
IN2093 eLearning - Techniques and Infrastructures 3 SS26
IN2241 Social Computing 5 SS26
CIT323000 πŸŒŸ Concepts of C++ Programming 6 WS24/25
IN2348 Ringvorlesung "Digitalisierung" 2 SS24
IN2169 Guided Research - Hot topics in operating systems 10 SS17
IN2169 Guided Research - Enterprise Architecture Management 10 WS14/15
IN2169 Guided Research - Web 2.0 Applications 10 WS14/15