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
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
IN2219 Query Optimization 6 exams deets
IN2386 Cloud-Based Data Processing 5 exams deets
IN2140 Advanced Concepts of Distributed Databases - Programming Database Web Applications 4
IN2259 Distributed Systems 5 exams deets
IN2073 Cloud Computing 4 exams deets
IN2013 Parallel and High-Performance Computing 4
IN99540 Accepted Elective Module in Data Engineering

Data Analytics

ID Title Creds Theo Last Links
IN2010 Modelling and Simulation 8 exams deets
IN2028 Business Analytics and Machine Learning 5 exams deets
IN2339 Data Analysis and Visualization in R 6 exams deets
IN2030 Data Mining and Knowledge Discovery 3 exams deets
IN2406 Fundamentals of Artificial Intelligence
IN2133 Principles of Computer Vision 4 exams deets
IN2124 Basic Mathematical Methods for Imaging and Visualization 5 exams deets
IN2369 Machine Vision 6
CIT3330000 Introduction to Mobile Robotics 6
IN2064 Machine Learning 8 exams deets
IN2026 Visual Data Analytics (IN2026, IN8019) 5 exams deets
IN2071 Knowledge-based Systems for Industrial Applications 4
IN2023 Image Understanding I: Machine Vision Algorithms 3 exams deets
IN99645 Accepted Elective Module from Abroad in Data Analysis
EI7649 Approximate Dynamic Programming and Reinforcement Learning 6

Data Analysis

ID Title Creds Theo Last Links
CIT4230004 Statistical Foundations of Learning 8 exams deets
MA2409 Probability Theory 9
MA3403 Generalized Linear Models 9 exams deets
MA3503 Nonlinear Optimization: Advanced 5 exams deets
MA4803 Probabilistic Techniques and Algorithms in Data Analysis 6 exams deets
MA3505 Integer Optimization 9
MA4402 Computational Statistical 5
MA5442 High-dimensional Statistics 5
MA5439 Graphical Models in Statistics 9
IN2378 Statistical Foundations of Learning 5 exams deets
MA3001 Functional Analysis 9
IN99650 Accepted Elective Module from Abroad in Data Analysis
IN99651 Accepted Elective Module from Abroad in Data Analysis

Advanced Topics in Data Engineering

ID Title Creds Theo Last Links
CIT3230003 Data Structure Engineering 5
IN2018 Augmented Reality 6 exams deets
CIT3230001 Code Generation for Data Processing 6
IN2097 Advanced Computer Networking 5 exams deets
IN2190 Master Practical Course: Programming of Supercomputers 5
IN99655 Accpted Elective Module from Abroad
IN99656 Accpted Elective Module from Abroad
IN2328 Application Project 10
IN2288 Event Processing 5 exams deets
IN2169 Guided Research 10
IN2158 Advanced Network and Graph Algorithms 8

Special Topics in Data Analytics

ID Title Creds Theo Last Links
MA4406 Probability on Graphs 5
IN2323 Machine Learning for Graphs and Sequential Data 5 exams deets
CIT4230006 Causal Inference in Time series 5
MA4408 Markov Processes 9
IN2001 Algorithms for Scientific Computing 8 exams deets
CIT4230002 Advanced Natural Language Processing 5
CIT4230003 Advanced Machine Learning: Deep Generative Models 3
IN2345 Algorithms for Uncertainty Quantification 5 exams deets
MA4503 Modern Methods in Nonlinear Optimization 5
MA4502 Combinatorial Optimization 5
IN2361 Natural Language Processing 6 exams deets
IN2360 Advanced Algorithms 6 exams deets
IN2003 Efficient Algorithms and Data Structures 8 exams deets
CIT4330001 Machine Learning und IT-Sicherheit 5
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8
IN2346 Introduction to Deep Learning 6 exams deets
IN2389 Advanced Deep Learning for Computer Vision: Dynamic Vision 8
IN2252 High Performance Computing - Algorithms and Applications 4 exams deets
IN2002 Algorithms for Scientific Computing II - Sparse Matrices 4
IN2246 Computer Vision I: Variational Methods 8 exams deets
IN2304 Online and Approximation Algorithms 8 exams deets
IN2011 Parallel Algorithms 8
IN99560 Accepted Elective Module in Special Topics in Data Analytics
MA4064 Fourier Analysis 5
IN2160 Randomized Algorithms 8 exams deets
EI7641 Applied Reinforcement Learning 6
MA5417 Large Deviations 5
IN99562 Accepted Elective Module in Special Topics in Data Analytics
IN99561 Accepted Elective Module in Special Topics in Data Analytics
EI7223 Information Retrieval in High Dimensional Data 6
EI7638 Compressive Sampling 5

Elective Modules Informatics

ID Title Creds Theo Last Links
IN2004 Efficient Algorithms and Data Structures II 8 exams deets
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
IN2111 3D User Interfaces 6 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
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
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
IN2400 Advanced Concepts of Quantum Computing 5
IN2388 Tensor Networks 5
IN2393 Lecture Machine Learning for Regulatory Genomics 6
IN2022 Computer Aided Medical Procedures II 5
IN2049 Logic 8 exams deets
IN2297 Geometry Processing 6
IN0024 Operations Research 6 exams deets
IN2409 Inverse Problems in Medicine 5
IN2239 Algorithmic Game Theory 5 exams deets
IN2228 Computer Vision II: Multiple View Geometry 8 exams deets
IN2267 Transaction Systems 6 exams deets
IN2392 Machine Learning for 3D Geometry 6 exams deets
IN2403 Artificial Intelligence in Medicine 5 exams deets
IN2055 Semantics 8 exams deets
IN2375 Computer Vision III: Detection, Segmentation, and Tracking 6 exams deets
IN2349 Advanced Deep Learning for Robotics 6 exams deets
IN2053 Program Optimization 8 exams deets
IN2324 Connected Mobility Basics 8
IN2315 Network Coding 6 exams deets
IN2076 Advanced Computer Architecture 6 exams deets
IN2125 Virtualization Techniques 5 exams deets
CIT4230001 Computational Modeling for System Genetics 6
IN2060 Real-Time Systems 6 exams deets
IN2015 Image Synthesis - Realtime-Techniques and global Illumination 5 exams deets
IN2405 Neuroprosthetics - Artificial Limbs 5
IN2308 Robot Programming and Control for Human Interaction 5
IN2067 Robotics 6 exams deets
IN2101 Network Security 5 exams deets
IN2229 Computational Social Choice 6 exams deets
IN2211 Auction Theory and Market Design 5 exams deets
IN2381 Introduction to Quantum Computing 5 exams deets
IN2398 Numerical Algorithms for High Performance Computing 8
IN2365 Parallel Programming Systems 3 exams deets
IN2311 Turbulent Flow Simulation on HPC-Systems (IN2311, MW2048) 5 exams deets
IN2358 Lambda Calculus 5 exams deets
IN0037 Game Physics 6 exams deets
IN2093 eLearning - Techniques and Infrastructures 3 exams deets
CIT3230000 Advanced Concepts of Programming Languages 6
IN2286 Image Guided Surgery 6
IN2291 Protein Prediction II for Computer Scientists 8
IN2041 Automata and Formal Languages 8 exams deets
IN3100 Selected Topics in Databases and Information Systems (High-Performance Query Processing) 5
IN2309 Advanced Topics of SW Engineering (IN2309, IN2126) 8 exams deets
IN2293 Medical Augmented Reality 5
IN2021 Computer Aided Medical Procedures 6 exams deets
IN2354 3D Scanning & Motion Capture 6 exams deets
IN2081 Patterns in Software Engineering 5 exams deets
CIT4230000 Strategic IT Management 4
IN2292 Introduction to Surgical Robotics 6
IN2235 Software Engineering in an Industrial Setting - Business Information Systems and their Impact on the Enterprise 3
IN2078 Foundations of program and system development 4
IN2079 IT-Consulting - IT-Consulting 3
IN2333 Protocol Design 8 exams deets
IN3450 Selected Topics in Computer Architecture, Computer Networks and Distributed Systems 5
IN2052 Petri Nets 5 exams deets
IN2050 Model Checking 8
IN2068 Sensor-based Robotic Manipulation and Locomotion 3
IN2385 Safety and Security 3
IN2012 Parallel Numerics 5 exams deets
IN3470 Selected Topics in Distributed Systems, Computer Networks, and Security (IN3300, IN3470) 5
IN2340 Quantitative Verification 5 exams deets
IN2296 Games on Graphs 5
IN2007 Complexity Theory 8
IN2387 Time Integration and Differential Equations 5
IN2384 Numerical Algorithms in Computer Vision and Machine Learning 5
IN2357 Machine Learning for Computer Vision 5 exams deets
IN2032 Electronic Publishing / Document Engineering and the World-Wide Web 5 exams deets
IN2075 Microprocessors 5 exams deets
IN2355 Robotic 3D Vision 5
IN2310 Parallel Program Engineering 5
IN2319 Computational Physiology for Medical Image Computing 6
IN2098 Mobile Distributed Systems 5
IN3480 Selected Topics in Algorithms and Scientific Computing (IN3400, IN3480) 5
IN2114 Automotive Software - Methods and Technology 5 exams deets
IN2330 Convex Optimization for Computer Vision 6
IN2016 Image Understanding II: Robot Vision 4 exams deets
IN2210 Tracking and Detection in Computer Vision 7 exams deets
IN2367 Automated Programming 2
IN2083 Project Organization and Management in Software Engineering 6 exams deets
IN2306 Scientific Computing in Circuit Simulation 5
IN2080 Modelling of Distributed Systems 4 exams deets
IN2329 Probabilistic Graphical Models in Computer Vision 5
IN2352 Applied Biorobotics (Modul MW2388, IN2352) 6
IN3430 Selected Topics in Software Engineering - Internet of Things and Services (IN3050, IN3430) 5
IN2362 Language based Security 5
IN2042 Automata and Formal Languages II 5
IN2099 Network and System Management 4
IN3200 Selected Topics in Computer Graphics and Vision 5
IN2048 Equational Logic and Lambda Calculus 8
IN2045 Network Analysis - Statistical and Formal Models and Methods 5
CIT4330012 Software for Quantum Computing 5
IN3350 Selected Topics in Formal Methods and their Applications 5
IN3440 Selected Topics in Machine Learning and Analytics 5
IN3420 Selected Topics in Digital Biology and Digital Medicine 5
CIT4330013 Design Automation and Simulation for Microfluidic Devices 5
EI70630 HW/SW Codesign 5 exams deets
IN2376 Advanced Robot Control and Learning 6
CIT3230004 Data Processing on Modern Hardware 5
IN3460 Selected Topics in Robotics 5
IN2318 Autonomous Navigation for Flying Robots 2
IN2383 Formal Methods for Cyber-Physical Systems 5
IN2313 Secure Coding 6
IN3410 Selected Topics in Algorithms 5
IN2238 Analysis of Three-Dimensional Shapes 8
MW2411 Concepts and Software Design for Cyber-Physical Systems 5 exams deets
IN99570 Accepted Elective in Social and Political Aspects of Data Science
IN2341 Current Trends in IT Security 5
IN2236 Virtual Physics: Using Modern Modeling Methodologies for Computer Simulation 4

Further Elective Modules

ID Title Creds Theo Last Links
IN2348 Ringvorlesung "Digitalisierung" 2 exams deets
IN2377 Concepts of C++ programming 5 exams deets