Lectures in Master Information Systems - offered in WS26 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).
Required Modules Informatics
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN2309 | Advanced Topics of SW Engineering | 8 | WS26 |
Required Modules Information Systems
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN2105 | Business Process Technologies and Management | 5 | SS26/27 |
| IN2087 | Software Engineering for Business Applications - Master's Course: Web Application Engineering | 8 | SS26/27 |
Elective Courses: Software Engineering
| ID | Title | Credits | Last offered |
|---|---|---|---|
| CIT423002 | AI Testing | 5 | WS26 |
| IN2081 | Patterns in Software Engineering | 5 | WS26 |
| IN2235 | Software Engineering in Industrial Practice | 3 | WS26 |
| IN2084 | Advanced Topics of Software Testing | 5 | SS26/27 |
| CIT423001 | DevOps: Engineering for Deployment and Operations | 6 | SS26/27 |
| CIT4230005 | Engineering Resilient Cognitive Systems | 3 | SS26/27 |
| IN2385 | Safety and Security | 3 | WS21 |
| IN2367 🌟 | Automated Programming | 2 | SS19/20 |
| IN2080 | Modelling of Distributed Systems | 4 | SS19/20 |
| IN3430 | Selected Topics in Software Engineering - Internet of Things and Services | 5 | WS18 |
| IN2235 | Software Engineering in an Industrial Setting - Business Information Systems and their Impact on the Enterprise | 3 | WS10 |
Elective Courses: Management
Elective Courses: Algorithms
| ID | Title | Credits | Last offered |
|---|---|---|---|
| CIT323004 🌟 | Advanced Algorithms | 8 | WS26 |
| IN2003 | Efficient Algorithms and Data Structures | 8 | WS26 |
| MW2249 | Optimization and model analysis | 5 | WS26 |
| EI5052 | Time Varying Systems and Computation | 6 | WS26 |
| CIT423011 🌟 | Advanced Topics in Computational Social Choice | 5 | SS26/27 |
| IN2239 | Algorithmic Game Theory | 5 | SS26/27 |
| IN2007 | Complexity Theory | 8 | SS26/27 |
| IN2004 | Efficient Algorithms and Data Structures II | 8 | SS26/27 |
| IN2229 | Computational Social Choice | 6 | WS25 |
| EI74351 | Convex Optimization | 6 | WS25 |
| CIT413031 🌟 | Fundamentals of Optimization for Machine Learning | 5 | WS24 |
| IN2211 | Auction Theory and Market Design | 5 | WS22 |
| IN2160 | Randomized Algorithms | 8 | WS16 |
Elective Courses: Computer Graphics and Vision
Elective Courses: Databases and Information Systems
Elective Courses: Digital Biology and Digital Medicine
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN3420 | Computational Modeling for System Genetics | 5 | WS26 |
| IN2292 | Introduction to Surgical Robotics | 6 | WS26 |
| IN2291 🌟 | Protein Prediction II for Computer Scientists | 8 | WS26 |
| IN2022 | Computer Aided Medical Procedures II | 5 | SS26/27 |
| IN2393 | Lecture Machine Learning for Regulatory Genomics | 6 | SS26/27 |
| IN2322 | Protein Prediction I for Computer Scientists | 8 | SS26/27 |
| IN2319 | Computer Aided Medical Procedures | 6 | WS25 |
| IN2319 | Computational Physiology for Medical Image Computing | 6 | SS20/21 |
Elective Courses: Formal Methods and their Applications
| ID | Title | Credits | Last offered |
|---|---|---|---|
| CIT3230000 | Advanced Concepts of Programming Languages | 6 | WS26 |
| IN2041 🌟 | Automata and Formal Languages | 8 | WS26 |
| IN2296 | Games on Graphs | 5 | WS26 |
| IN2053 | Program Optimization | 8 | WS26 |
| IN3350 | Selected Topics in Formal Methods and their Applications | 5 | WS26 |
| IN2055 | Semantics | 8 | WS26 |
| IN2227 | Compiler Construction I | 5 | SS26/27 |
| IN2049 | Logic | 8 | SS26/27 |
| IN2050 | Model Checking | 8 | SS26/27 |
| IN2045 | Network Analysis – Statistical and Formal Models and Methods | 5 | SS26/27 |
| IN2052 | Petri Nets | 5 | SS26/27 |
| IN2040 | Virtual Machines | 6 | SS25/26 |
| IN2358 | Lambda Calculus | 5 | WS23 |
| IN2340 | Quantitative Verification | 5 | WS21 |
| IN2042 | Automata and Formal Languages II | 5 | SS18/19 |
| IN3350 🌟 | Selected Topics in Formal Methods and their Applications - Lambda Calculus | 5 | WS17 |
| IN2048 | Equational logic and lambda calculus | 8 | SS15/16 |
Elective Courses: Machine Learning and Analytics
| ID | Title | Credits | Last offered |
|---|---|---|---|
| CIT433027 | Advanced Deep Learning for Robotics | 8 | WS26 |
| IN2403 | Artificial Intelligence in Medicine | 5 | WS26 |
| IN2028 | Business Analytics and Machine Learning | 5 | WS26 |
| LS20056 🌟 | Computational Neuroscience – Lecture (M.Sc.) | 5 | WS26 |
| CITHN2014 | Foundations and Application of Generative AI | 6 | WS26 |
| IN2346 | Introduction to Deep Learning | 6 | WS26 |
| IN2361 | Natural Language Processing | 6 | WS26 |
| CIT4230004 💎 | Statistical Foundations of Learning | 8 | WS26 |
| IN2298 | Advanced Deep Learning for Physics | 6 | SS26/27 |
| CIT4230003 | Advanced Machine Learning: Deep Generative Models | 3 | SS26/27 |
| CIT4230002 | Advanced Natural Language Processing | 5 | SS26/27 |
| CIT4230006 | Causal Inference in Time series | 5 | SS26/27 |
| IN2395 | Legal Data Science and Informatics | 6 | SS26/27 |
| IN2323 | Machine Learning for Graphs and Sequential Data | 5 | SS26/27 |
| LS20057 🌟 | NeuroAI and Machine Learning in Neuroscience – Lecture (M.Sc.) | 7 | SS26/27 |
| CIT423004 🌟 | Robust Machine Learning | 3 | WS25 |
| IN2357 | Machine Learning for Computer Vision | 5 | SS22/23 |
Elective Courses: Computer Architecture, Computer Networks and Distributed Systems
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN2076 | Advanced Computer Architecture | 6 | WS26 |
| IN2097 | Advanced Computer Networking | 5 | WS26 |
| EI70630 | HW/SW Codesign | 5 | SS26/27 |
| IN2333 | Protocol Design | 8 | SS26/27 |
| IN2125 | Virtualization Techniques | 5 | WS25 |
| IN2324 | Connected Mobility Basics | 8 | SS25/26 |
| CIT4330013 | Design Automation and Simulation for Microfluidic Devices | 5 | SS25/26 |
| IN2315 | Network Coding | 6 | WS24 |
| IN3450 | Selected Topics in Computer Architecture, Computer Networks and Distributed Systems | 5 | WS23 |
| IN2259 | Distributed Systems | 5 | WS22 |
| IN2075 🌟 | Microprocessors | 5 | WS20 |
| IN2098 | Mobile Distributed Systems | 5 | SS20/21 |
| IN2075 | Microprocessors | 5 | WS19 |
| IN2125 | Virtualization Techniques | 5 | WS19 |
| IN2099 | Network and System Management | 4 | SS18/19 |
Elective Courses: Robotics
| ID | Title | Credits | Last offered |
|---|---|---|---|
| CIT433037 | Advanced Robot Learning and Decision-Making | 5 | WS26 |
| IN2383 | Formal Methods for Cyber-Physical Systems | 5 | WS26 |
| IN2405 | Neuroprosthetics - Artificial Limbs | 5 | WS26 |
| IN2060 | Real-Time Systems | 6 | WS26 |
| IN2308 | Robot Programming and Control for Human Interaction | 5 | WS26 |
| IN2067 | Robotics | 6 | WS26 |
| CIT4330017 | Trustworthy Machine Learning Systems | 3 | WS26 |
| IN2376 | Advanced Robot Control and Learning | 6 | SS26/27 |
| IN2356 | Autonomous Driving | 3 | SS26/27 |
| IN2222 | Cognitive Systems | 5 | SS26/27 |
| MW2411 | Concepts and Software Design for Cyber-Physical Systems | 5 | SS26/27 |
| IN2305 | Cyber-Physical Systems | 6 | SS26/27 |
| IN2061 | Introduction to digital signal processing | 7 | SS26/27 |
| IN2138 | Robot Motion Planning | 5 | SS26/27 |
| IN2068 | Sensor-based Robotic Manipulation and Locomotion | 3 | SS26/27 |
| IN2352 | Applied Biorobotics (Modul MW2388) | 6 | SS25/26 |
| CIT436000 🌟 | Legged Robots | 5 | SS24/25 |
| CIT3330000 | Introduction to Mobile Robotics | 6 | WS23 |
Elective Courses: Security and Privacy
Elective Courses: Scientific Computing and High Performance Computing
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN2381 | Introduction to Quantum Computing | 5 | WS26 |
| IN2398 | Numerical Algorithms for High Performance Computing | 8 | WS26 |
| IN2365 | Parallel Programming Systems | 3 | WS26 |
| IN2400 | Advanced Concepts of Quantum Computing | 5 | SS26/27 |
| IN2001 | Algorithms for Scientific Computing | 8 | SS26/27 |
| IN2345 | Algorithms for Uncertainty Quantification | 5 | SS26/27 |
| IN2010 | Modelling and Simulation | 8 | SS26/27 |
| IN2147 | Parallel Programming | 5 | SS26/27 |
| IN2306 | Scientific Computing in Circuit Simulation | 5 | SS26/27 |
| IN2388 | Tensor Networks | 5 | SS26/27 |
| CIT4330012 | Software for Quantum Computing | 5 | WS25 |
| IN2311 | Turbulent Flow Simulation on HPC-Systems | 5 | WS24 |
| IN2387 🌟 | Time Integration and Differential Equations | 5 | SS21/22 |
| IN2310 | Parallel Program Engineering | 5 | WS20 |
| IN2365 | Parallel Programming Systems | 3 | WS20 |
| IN3480 🌟 | Selected Topics in Algorithms and Scientific Computing | 5 | SS20/21 |
| IN2002 | Algorithms for Scientific Computing II - Sparse Matrices | 4 | WS19 |
Elective Courses: Information Systems
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN2390 | Advanced Deep Learning for Computer Vision: Visual Computing | 8 | WS26 |
| IN2406 | Fundamentals of Artificial Intelligence | 6 | WS26 |
| IN2101 | Network Security | 5 | WS26 |
| CIT4230000 | Strategic IT Management | 4 | WS26 |
| IN2359 | Blockchain-based Systems Engineering | 5 | SS26/27 |
| CIT423010 🌟 | Requirements Engineering | 5 | SS26/27 |
Elective Courses: Human Centered Engineering
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN2093 | eLearning - Techniques and Infrastructures | 3 | WS26 |
| IN2111 | 3D User Interfaces | 6 | SS26/27 |
| IN2018 | Augmented Reality | 6 | SS26/27 |
| IN2241 | Social Computing | 5 | SS26/27 |
Elective Courses: Module Grundlagen
| ID | Title | Credits | Last offered |
|---|---|---|---|
| IN0009 | Basic Principles: Operating Systems and System Software | 6 | WS26 |
| IN0019 | Numerical Programming | 6 | WS26 |
| IN0011 | Introduction to Theory of Computation | 8 | SS26/27 |
Elective Courses: Module ohne Zuordnung
| ID | Title | Credits | Last offered |
|---|---|---|---|
| CIT323000 🌟 | Concepts of C++ Programming | 6 | WS24 |
| IN2348 | Ringvorlesung "Digitalisierung" | 2 | SS24/25 |
| IN2169 | Guided Research - Hot topics in operating systems | 10 | SS17/18 |
| IN2107 | Seminar Human Brain Project | 5 | SS17/18 |
| IN2169 | Guided Research - Enterprise Architecture Management | 10 | WS14 |
| IN2169 | Guided Research - Web 2.0 Applications | 10 | WS14 |