Elective Modules in Master Data Engineering and Analytics - offered in SS25

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

💎: Rare course (not offered in the last two semesters)
🌟: New course (offered for the first time)

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

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Data Engineering

ID Title Credits
IN2073 Cloud Computing 4
IN2118 Database Systems on Modern CPU Architectures 6
IN2031 Application and Implementation of Database Systems 6
CIT3330002 IT Security 2 5
IN2147 Parallel Programming 5

Data Analytics

ID Title Credits
IN2010 Modelling and Simulation 8

Data Analysis

ID Title Credits
MA5225 💎 Polyhedral Combinatorics 6
CIT5130001 Applied Statistics and Data Analysis 5
MA5439 💎 Graphical Models in Statistics 9
CIT4230004 Statistical Foundations of Learning 8

Advanced Topics in Data Engineering

ID Title Credits
IN2018 Augmented Reality 6
CIT3230004 Data Processing on Modern Hardware 5
CIT3230003 Data Structure Engineering 5

Special Topics in Data Analytics

ID Title Credits
MA4503 💎 Modern Methods in Nonlinear Optimization 5
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8
IN2298 Advanced Deep Learning for Physics 6
CIT4230003 Advanced Machine Learning: Deep Generative Models 3
CIT4230002 Advanced Natural Language Processing 5
IN2345 Algorithms for Uncertainty Quantification 5
IN2239 Algorithmic Game Theory 5
IN2001 Algorithms for Scientific Computing 8
IN2408 Artificial Intelligence in Medicine II 5
CIT4230006 Causal Inference in Time series 5
IN2228 Computer Vision II: Multiple View Geometry (3D Computer Vision) 8
IN2346 Introduction to Deep Learning 6
IN2393 Lecture Machine Learning for Regulatory Genomics 6
IN2392 Machine Learning for 3D Geometry 6
MA4408 Markov Processes 9
MA4406 Probability on Graphs 5

Elective Modules Informatics

ID Title Credits
IN2004 Efficient Algorithms and Data Structures II 8
IN2239 Algorithmic Game Theory 5
IN0024 Operations Research 6
IN2016 💎 Master - Praktikum - Deep Learning for Spatial AI (IN2016, INXXXXX) 4
IN2228 Computer Vision II: Multiple View Geometry (3D Computer Vision) 8
IN2297 Geometry Processing 6
IN2392 Machine Learning for 3D Geometry 6
IN2354 3D Scanning & Motion Capture 6
IN2267 Transaction Systems 6
IN2022 Computer Aided Medical Procedures II 5
IN2393 Lecture Machine Learning for Regulatory Genomics 6
IN2322 Protein Prediction I for Computer Scientists 8
IN2359 Blockchain-based Systems Engineering 5
CIT4230005 Engineering Resilient Cognitive Systems 3
IN2084 Advanced Topics of Software Testing 5
IN2394 Requirements Engineering 3
IN2087 Software Engineering for Business Applications - Master's Course: Web Application Engineering 8
IN2227 Compiler Construction I 5
IN2049 💎 Logic 8
IN2050 💎 Model Checking 8
IN2045 💎 Network Analysis – Statistical and Formal Models and Methods 5
IN2052 Petri Nets 5
IN2040 Virtual Machines 6
IN2298 Advanced Deep Learning for Physics 6
IN2408 Artificial Intelligence in Medicine II 5
IN2324 💎 Connected Mobility Basics 8
IN2356 Autonomous Driving 3
IN2222 Cognitive Systems 5
IN2305 Cyber-Physical Systems 6
IN2061 Introduction to digital signal processing 7
IN2138 Robot Motion Planning 5
IN2068 Sensor-based Robotic Manipulation and Locomotion 3
IN3470 Selected Topics in Distributed Systems and Computer Networks - Block lecture on Network Mechanisms 5
IN2407 Hardware Security 5
CIT3330003 Cryptography 5
IN2161 Networks for Monetary Transactions 3
IN2178 Security Engineering 5
IN2400 Advanced Concepts of Quantum Computing 5
IN2388 Tensor Networks 5
IN2093 eLearning - Techniques and Infrastructures 3
IN2111 3D User Interfaces 6

Further Elective Modules

ID Title Credits