This is a list of elective modules grouped by area with availability data, which as far as Vuenc knows is not provided by TUM elsewhere. I hope it will be helpful to you!

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 the course identifiers. It can contain errors, for example if

  • a course is missing the course identifier (INxxxx etc.) from its name
  • a course was still missing from the tree view at the time of creation

The original project by Vuenc on Github.

Feel free to use the in-built browser search to find a specific element, if there are too many of them. Check out how to do it in Chrome, Firefox (Android / iOS / Focus Android / Focus iOS), Opera, Safari.

Algorithms (ALG)

ID Title Creds Theo Last Links
IN0024 Operations Research 6 THEO 23SS exams deets
IN2239 Algorithmic Game Theory 5 THEO 23SS exams deets
IN2004 Efficient Algorithms and Data Structures II 8 THEO 23SS exams deets
IN2211 Auction Theory and Market Design 5 THEO 22WS exams deets
IN2360 Advanced Algorithms 6 22WS exams deets
IN2003 Efficient Algorithms and Data Structures 8 THEO 22WS exams deets
IN2229 Computational Social Choice 6 THEO 22WS exams deets
IN2007 Complexity Theory 8 THEO 21SS
IN2304 Online and Approximation Algorithms 8 THEO exams deets
IN2158 Advanced Network and Graph Algorithms 8 THEO
IN99540 Accepted Elective Module in Algorithms
IN995402 Accepted Elective in Algorithms (Theory) THEO
IN995401 Accepted Elective in Algorithms (Theory) THEO
IN3410 Selected Topics in Algorithms 5
IN99542 Accepted Elective Module in Algorithms
IN99541 Accepted Elective Module in Algorithms
IN2011 Parallel Algorithms 8 THEO
IN2160 Randomized Algorithms 8 THEO exams deets

Computer Graphics and Vision (CGV)

ID Title Creds Theo Last Links
IN2111 3D User Interfaces 6 23SS exams deets
IN2228 Computer Vision II: Multiple View Geometry 8 THEO 23SS exams deets
IN2409 Inverse Problems in Medicine 5 23SS
IN2297 Geometry Processing 6 23SS
IN2018 Augmented Reality 6 23SS exams deets
IN0037 Game Physics 6 22WS exams deets
IN2392 Machine Learning for 3D Geometry 6 22WS exams deets
IN2369 Machine Vision 6 22WS
IN2124 Basic Mathematical Methods for Imaging and Visualization 5 22WS exams deets
IN2133 Principles of Computer Vision 4 22WS exams deets
IN2026 Visual Data Analytics (IN2026, IN8019) 5 22WS exams deets
IN2375 Computer Vision III: Detection, Segmentation, and Tracking 6 22WS exams deets
IN2354 3D Scanning & Motion Capture 6 22WS exams deets
IN2015 Image Synthesis - Realtime-Techniques and global Illumination 5 22WS exams deets
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8 22WS
IN2389 Advanced Deep Learning for Computer Vision: Dynamic Vision 8 21WS
IN2355 Robotic 3D Vision 5 20WS
IN2384 Numerical Algorithms in Computer Vision and Machine Learning 5 20WS
IN2023 Image Understanding I: Machine Vision Algorithms 3 20SS exams deets
IN2016 Image Understanding II: Robot Vision 4 19WS exams deets
IN2210 Tracking and Detection in Computer Vision 7 19WS exams deets
IN2246 Computer Vision I: Variational Methods 8 THEO 19WS exams deets
IN2330 Convex Optimization for Computer Vision 6 19WS
IN2329 Probabilistic Graphical Models in Computer Vision 5 19SS
IN3200 Selected Topics in Computer Graphics and Vision 5
IN995021 Elective Computer Graphics and Vision
IN995022 Elective Computer Graphics and Vision
IN995023 Elective Computer Graphics and Vision
IN995024 Elective Computer Graphics and Vision
IN2236 Virtual Physics: Using Modern Modeling Methodologies for Computer Simulation 4
IN2238 Analysis of Three-Dimensional Shapes 8
IN995026 Accepted Elective in Computer Graphics and Vision (Theory) THEO

Databases and Information Systems (DBI)

ID Title Creds Theo Last Links
CIT3230002 Cloud Information Systems 5 23SS
CIT3230003 Data Structure Engineering 5 23SS
IN2118 Database Systems on Modern CPU Architectures 6 23SS exams deets
IN2031 Application and Implementation of Database Systems 6 23SS exams deets
IN2267 Transaction Systems 6 23SS exams deets
IN2219 Query Optimization 6 22WS exams deets
IN3100 Selected Topics in Databases and Information Systems (High-Performance Query Processing) 5 22WS
IN2386 Cloud-Based Data Processing 5 22WS exams deets
CIT3230001 Code Generation for Data Processing 6 22WS
IN2032 Electronic Publishing / Document Engineering and the World-Wide Web 5 20WS exams deets
IN99510 Accepted Elective Module in Databases and Information Systems
IN99511 Accepted Elective Module in Databases and Information Systems
CIT3230004 Data Processing on Modern Hardware 5
IN2288 Event Processing 5 exams deets

Digital Biology and Digital Medicine (DBM)

ID Title Creds Theo Last Links
IN2022 Computer Aided Medical Procedures II 5 23SS
IN2393 Lecture Machine Learning for Regulatory Genomics 6 23SS
IN2322 Protein Prediction I for Computer Scientists 8 23SS exams deets
CIT4230001 Computational Modeling for System Genetics 6 22WS
IN2286 Image Guided Surgery 6 22WS
IN2021 Computer Aided Medical Procedures 6 22WS exams deets
IN2292 Introduction to Surgical Robotics 6 22WS
IN2293 Medical Augmented Reality 5 22WS
IN2291 Protein Prediction II for Computer Scientists 8 22WS
IN2319 Computational Physiology for Medical Image Computing 6 20SS
IN995041 Elective 1 Digital Biology and Digital Medicine (DBM)
IN3420 Selected Topics in Digital Biology and Digital Medicine 5

Engineering Software-intensive Systems (SE)

ID Title Creds Theo Last Links
IN2087 Software Engineering for Business Applications - Master's Course: Web Application Engineering 8 23SS exams deets
IN2394 Requirements Engineering 3 23SS exams deets
IN2359 Blockchain-based Systems Engineering 5 23SS exams deets
CIT4230005 Engineering Resilient Cognitive Systems 3 23SS
IN2084 Advanced Topics of Software Testing 5 23SS exams deets
IN2309 Advanced Topics of SW Engineering (IN2309, IN2126) 8 22WS exams deets
IN2081 Patterns in Software Engineering 5 22WS exams deets
IN2079 IT-Consulting - IT-Consulting 3 22WS
IN2078 Foundations of program and system development 4 22WS
CIT4230000 Strategic IT Management 4 22WS
IN2235 Software Engineering in an Industrial Setting - Business Information Systems and their Impact on the Enterprise 3 22WS
IN2385 Safety and Security 3 21WS
IN2114 Automotive Software - Methods and Technology 5 20SS exams deets
IN2367 Automated Programming 2 19SS
IN2080 Modelling of Distributed Systems 4 19SS exams deets
IN2083 Project Organization and Management in Software Engineering 6 19SS exams deets
IN3430 Selected Topics in Software Engineering - Internet of Things and Services (IN3050, IN3430) 5 18WS
IN99531 Accepted Elective in Engineering Software-intensive Systems
IN99530 Accepted Elective Module in Engineering Software-intensive Systems

Formal Methods and their Applications (FMA)

ID Title Creds Theo Last Links
IN2040 Virtual Machines 6 THEO 23SS exams deets
IN2227 Compiler Construction I 5 THEO 23SS exams deets
IN2347 Functional Data Structures 5 THEO 23SS exams deets
IN2049 Logic 8 THEO 23SS exams deets
CIT3230000 Advanced Concepts of Programming Languages 6 22WS
IN2055 Semantics 8 THEO 22WS exams deets
IN2041 Automata and Formal Languages 8 THEO 22WS exams deets
IN2053 Program Optimization 8 THEO 22WS exams deets
IN2358 Lambda Calculus 5 THEO 22WS exams deets
IN2052 Petri Nets 5 THEO 22SS exams deets
IN2050 Model Checking 8 THEO 22SS
IN2340 Quantitative Verification 5 THEO 21WS exams deets
IN2296 Games on Graphs 5 21SS
IN2042 Automata and Formal Languages II 5 THEO 18SS
IN2045 Network Analysis - Statistical and Formal Models and Methods 5 THEO
IN2048 Equational Logic and Lambda Calculus 8 THEO
IN99518 Accepted Elective in Formal Methods and their Applications THEO
IN99517 Accepted Elective in Formal Methods and their Applications THEO
IN3350 Selected Topics in Formal Methods and their Applications 5
IN99540 Accepted Elective Course in Formal Methods and their Applications
IN99541 Accepted Elective Course in Formal Methods and their Applications
IN99542 Accepted Elective Course in Formal Methods and their Applications

Machine Learning and Analytics (MLA)

ID Title Creds Theo Last Links
IN2298 Advanced Deep Learning for Physics 6 23SS exams deets
CIT4230003 Advanced Machine Learning: Deep Generative Models 3 23SS
CIT4230002 Advanced Natural Language Processing 5 23SS
IN2410 Causality 8 THEO 23SS
IN2323 Machine Learning for Graphs and Sequential Data 5 23SS exams deets
IN2408 Artificial Intelligence in Medicine II 5 23SS
CIT4230004 Statistical Foundations of Learning 8 THEO 23SS exams deets
CIT4230006 Causal Inference in Time series 5 23SS
IN2361 Natural Language Processing 6 22WS exams deets
IN2064 Machine Learning 8 22WS exams deets
IN2346 Introduction to Deep Learning 6 22WS exams deets
IN2030 Data Mining and Knowledge Discovery 3 22WS exams deets
IN2339 Data Analysis and Visualization in R 6 22WS exams deets
IN2403 Artificial Intelligence in Medicine 5 22WS exams deets
IN2028 Business Analytics and Machine Learning 5 22WS exams deets
IN2349 Advanced Deep Learning for Robotics 6 22WS exams deets
IN2395 Legal Data Science and Informatics 6 21WS
IN2357 Machine Learning for Computer Vision 5 20WS exams deets
IN2378 Statistical Foundations of Learning 5 THEO 19WS exams deets
IN3440 Selected Topics in Machine Learning and Analytics 5
IN99559 Accepted Elective in Machine Learning and Analytics
IN99558 Accepted Elective in Machine Learning and Analytics
IN99557 Accepted Elective in Machine Learning and Data Analytics
IN2332 Statistical Modeling and Machine Learning 8
IN99556 Accepted Elective in Machine Learning and Analytics
IN995076 Accepted Elective in Machine Learning and Data Analytics (Theory) THEO
IN995077 Accepted Elective in Machine Learning and Data Analytics (Theory) THEO
IN99555 Accepted Elective in Machine Learning and Analytics

Computer Architecture, Computer Networks and Distributed Systems (RRV)

ID Title Creds Theo Last Links
IN2125 Virtualization Techniques 5 22WS exams deets
IN2315 Network Coding 6 THEO 22WS exams deets
IN2076 Advanced Computer Architecture 6 22WS exams deets
IN2324 Connected Mobility Basics 8 22WS
IN2259 Distributed Systems 5 22WS exams deets
IN2097 Advanced Computer Networking 5 22WS exams deets
IN2333 Protocol Design 8 22SS exams deets
IN3450 Selected Topics in Computer Architecture, Computer Networks and Distributed Systems 5 22SS
IN2075 Microprocessors 5 20WS exams deets
IN2073 Cloud Computing 4 20WS exams deets
IN2098 Mobile Distributed Systems 5 20SS
IN2099 Network and System Management 4 18SS
IN995601 Accepted Elective in Computer Architecture, Computer Networks and Distributed Systems (Theory) THEO
IN99563 Accepted Elective in Computer Architecture, Computer Networks and Distributed Systems
IN99562 Accepted Elective in Computer Architecture, Computer Networks and Distributed Systems
IN99561 Accepted Elective in Computer Architecture, Computer Networks and Distributed Systems
IN99560 Accepted Elective in Computer Architecture, Computer Networks and Distributed Systems
EI70630 HW/SW Codesign 5 exams deets
CIT4330013 Design Automation and Simulation for Microfluidic Devices 5

Robotics (ROB)

ID Title Creds Theo Last Links
IN2305 Cyber-Physical Systems 6 23SS exams deets
IN2222 Cognitive Systems 5 23SS exams deets
IN2061 Introduction to digital signal processing 7 23SS exams deets
IN2356 Autonomous Driving 3 23SS exams deets
IN2138 Robot Motion Planning 5 23SS exams deets
IN2067 Robotics 6 22WS exams deets
IN2308 Robot Programming and Control for Human Interaction 5 22WS
IN2405 Neuroprosthetics - Artificial Limbs 5 22WS
CIT3330000 Introduction to Mobile Robotics 6 22WS
IN2406 Fundamentals of Artificial Intelligence 6 22WS
IN2060 Real-Time Systems 6 22WS exams deets
IN2071 Knowledge-based Systems for Industrial Applications 4 22WS
IN2068 Sensor-based Robotic Manipulation and Locomotion 3 21WS
IN2352 Applied Biorobotics (Modul MW2388, IN2352) 6 18WS
IN3460 Selected Topics in Robotics 5
IN2383 Formal Methods for Cyber-Physical Systems 5
IN995091 Accepted Elective in Robotics
IN99568 Accepted Elective in Robotics
IN99569 Accepted Elective in Robotics
MW2411 Concepts and Software Design for Cyber-Physical Systems 5 exams deets
IN99567 Accepted Elective in Robotics
IN99566 Accepted Elective in Robotics
IN99565 Accepted Elective in Robotics
IN2318 Autonomous Navigation for Flying Robots 2
IN2376 Advanced Robot Control and Learning 6

Security and Privacy (SP)

ID Title Creds Theo Last Links
CIT3330003 Cryptography 5 THEO 23SS
IN2407 Hardware Security 5 23SS exams deets
CIT3330002 IT Security 2 5 23SS
IN2161 Networks for Monetary Transactions 3 23SS exams deets
IN2194 Peer-to-Peer Systems and Security 6 23SS exams deets
IN2178 Security Engineering 5 23SS exams deets
CIT4330001 Machine Learning und IT-Sicherheit 5 22WS
IN2101 Network Security 5 22WS exams deets
IN3470 Selected Topics in Distributed Systems, Computer Networks, and Security (IN3300, IN3470) 5 21WS
IN2362 Language based Security 5 18WS
IN995106 Accepted Elective in Security and Privacy (Theory) THEO
IN99570 Accepted Elective in Security and Privacy
IN99571 Accepted Elective in Security and Privacy
IN99572 Accepted Elective in Security and Privacy
IN2341 Current Trends in IT Security 5
IN2313 Secure Coding 6

Scientific Computing and High Performance Computing (HPC)

ID Title Creds Theo Last Links
IN2345 Algorithms for Uncertainty Quantification 5 THEO 23SS exams deets
IN2001 Algorithms for Scientific Computing 8 THEO 23SS exams deets
IN2147 Parallel Programming 5 23SS exams deets
IN2400 Advanced Concepts of Quantum Computing 5 THEO 23SS
IN2388 Tensor Networks 5 THEO 23SS
IN2010 Modelling and Simulation 8 THEO 23SS exams deets
IN2365 Parallel Programming Systems 3 22WS exams deets
IN2381 Introduction to Quantum Computing 5 THEO 22WS exams deets
IN2311 Turbulent Flow Simulation on HPC-Systems (IN2311, MW2048) 5 THEO 22WS exams deets
IN2398 Numerical Algorithms for High Performance Computing 8 THEO 22WS
IN2012 Parallel Numerics 5 THEO 21WS exams deets
IN2252 High Performance Computing - Algorithms and Applications 4 THEO 21WS exams deets
IN2387 Time Integration and Differential Equations 5 21SS
IN2310 Parallel Program Engineering 5 20WS
IN3480 Selected Topics in Algorithms and Scientific Computing (IN3400, IN3480) 5 20SS
IN2002 Algorithms for Scientific Computing II - Sparse Matrices 4 THEO 19WS
IN2306 Scientific Computing in Circuit Simulation 5 THEO 19SS
IN2013 Parallel and High-Performance Computing 4 THEO 18SS
IN99575 Accepted Elective in Scientific Computing and High Performance Computing
IN99576 Accepted Elective in Scientific Computing and High Performance Computing
IN995751 Accepted Elective Scientific Computing and High Performance Computing (Theory) THEO
CIT4330012 Software for Quantum Computing 5

Elective Modules not Assigned to any Area

ID Title Creds Theo Last Links
IN2348 Ringvorlesung "Digitalisierung" 2 23SS exams deets
IN2241 Social Computing 5 23SS exams deets
IN2257 Practical Course - Internet Lab ilab 2 (IN0012, IN2106, IN2257, IN4097, IN8018) 10 22WS
IN2175 Praktikum - Interactive Learning (IN0012, IN2106, IN2175, IN4234) 10 22WS
IN2093 eLearning - Techniques and Infrastructures 3 22WS exams deets
IN2377 Concepts of C++ programming 5 22WS exams deets
IN2169 Guided Research 10
IN9951 Accepted Elective
IN9952 Accepted Elective
IN9961 Accepted Elective
IN9962 Accepted Elective
IN9953 Accepted Elective
IN995126 Accepted Elective in Further Modules not Assigned to any Area (Theory) THEO
IN995127 Accepted Elective in Further Modules not Assigned to any Area (Theory) THEO