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.

Data Engineering

ID Title Creds Theo Last Links
IN2073 Cloud Computing 4 exams deets
CIT3230002 Cloud Information Systems 5
IN2118 Database Systems on Modern CPU Architectures 6 exams deets
IN2031 Application and Implementation of Database Systems 6 exams deets
CIT3330002 IT Security 2 5
IN2147 Parallel Programming 5 exams deets

Data Analytics

ID Title Creds Theo Last Links
IN2010 Modelling and Simulation 8 exams deets

Data Analysis

ID Title Creds Theo Last Links
MA5439 Graphical Models in Statistics 9
CIT4230004 Statistical Foundations of Learning 8 exams deets

Advanced Topics in Data Engineering

ID Title Creds Theo Last Links
CIT3230003 Data Structure Engineering 5
IN2018 Augmented Reality 6 exams deets

Special Topics in Data Analytics

ID Title Creds Theo Last Links
MA4502 Combinatorial Optimization 5
MA4503 Modern Methods in Nonlinear Optimization 5
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8 exams deets
CIT4230003 Advanced Machine Learning: Deep Generative Models 3
CIT4230002 Advanced Natural Language Processing 5
IN2345 Algorithms for Uncertainty Quantification 5 exams deets
IN2001 Algorithms for Scientific Computing 8 exams deets
CIT4230006 Causal Inference in Time series 5
IN2346 Introduction to Deep Learning 6 exams deets
IN2323 Machine Learning for Graphs and Sequential Data 5 exams deets
MA4408 Markov Processes 9
MA4406 Probability on Graphs 5

Elective Modules Informatics

ID Title Creds Theo Last Links
IN2004 Efficient Algorithms and Data Structures II 8 exams deets
IN2239 Algorithmic Game Theory 5 exams deets
IN0024 Operations Research 6 exams deets
IN2228 Computer Vision II: Multiple View Geometry 8 exams deets
IN2297 Geometry Processing 6
IN2409 Inverse Problems in Medicine 5
IN2392 Machine Learning for 3D Geometry 6 exams deets
IN2354 3D Scanning & Motion Capture 6 exams deets
IN3100 Selected Topics in Databases and Information Systems: Data Processing On Modern Hardware 5
IN2267 Transaction Systems 6 exams deets
IN2022 Computer Aided Medical Procedures II 5
IN2393 Lecture Machine Learning for Regulatory Genomics 6
IN2322 Protein Prediction I for Computer Scientists 8 exams deets
IN2359 Blockchain-based Systems Engineering 5 exams deets
CIT4230005 Engineering Resilient Cognitive Systems 3
IN2084 Advanced Topics of Software Testing 5 exams deets
IN2394 Requirements Engineering 3 exams deets
IN2087 Software Engineering for Business Applications - Master's Course: Web Application Engineering 8 exams deets
IN2227 Compiler Construction I 5 exams deets
IN2347 Functional Data Structures 5 exams deets
IN2049 Logic 8 exams deets
IN2040 Virtual Machines 6 exams deets
IN2298 Advanced Deep Learning for Physics 6 exams deets
IN2408 Artificial Intelligence in Medicine II 5
IN2410 Causality 8
IN2349 Advanced Deep Learning for Robotics 6 exams deets
IN2356 Autonomous Driving 3 exams deets
IN2138 Robot Motion Planning 5 exams deets
IN2305 Cyber-Physical Systems 6 exams deets
IN2061 Introduction to digital signal processing 7 exams deets
IN2222 Cognitive Systems 5 exams deets
IN2068 Sensor-based Robotic Manipulation and Locomotion 3
IN2407 Hardware Security 5 exams deets
CIT3330003 Cryptography 5
IN2161 Networks for Monetary Transactions 3 exams deets
IN2194 Peer-to-Peer Systems and Security 6 exams deets
IN2178 Security Engineering 5 exams deets
IN2362 Language based Security 5
IN2400 Advanced Concepts of Quantum Computing 5
IN2388 Tensor Networks 5
IN2111 3D User Interfaces 6 exams deets
IN2093 eLearning - Techniques and Infrastructures 3 exams deets

Further Elective Modules

ID Title Creds Theo Last Links
IN2348 Ringvorlesung "Digitalisierung" 2 exams deets