Lectures in Master Information Systems - offered in WS25/26
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!
💎: 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 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 |
|---|---|---|
| IN2309 | Advanced Topics of SW Engineering | 8 |
Elective Courses: Software Engineering
| ID | Title | Credits |
|---|---|---|
| CIT423002 | AI Testing | 5 |
| IN2081 | Patterns in Software Engineering | 5 |
| IN2235 | Software Engineering in Industrial Practice | 3 |
Elective Courses: Management
| ID | Title | Credits |
|---|---|---|
| MGT001472 | Applied Strategy and Organization: Strategies for international Corporations | 3 |
| WI000258 | Empirical Research in Management and Economics | 6 |
| WI000984 | Entrepreneurship | 3 |
| WI000233 | Management Accounting (WI000233, German) | 6 |
| WI001218 | Patent Protection | 3 |
| SG8000160 | Sponsorship-linked marketing (online-course) | 6 |
| WI000977 | Stochastic Modeling and Optimization (Limited places) | 6 |
| WI001217 | Trade Secret Protection | 3 |
| WI001195 | Value-based business strategy & innovation | 6 |
Elective Courses: Algorithms
| ID | Title | Credits |
|---|---|---|
| IN2229 | Computational Social Choice | 6 |
| EI74351 | Convex Optimization | 6 |
| IN2003 | Efficient Algorithms and Data Structures | 8 |
| EI7356 | Network Planning | 5 |
| MW2249 | Optimization and model analysis | 5 |
| EI5052 | Time Varying Systems and Computation | 6 |
Elective Courses: Computer Graphics and Vision
| ID | Title | Credits |
|---|---|---|
| IN2354 | 3D Scanning & Motion Capture | 6 |
| IN2375 | Computer Vision III: Detection, Segmentation, and Tracking | 6 |
| IN0037 | Game Physics | 6 |
| IN2015 | Image Synthesis - Realtime-Techniques and global Illumination | 5 |
| IN2392 | Machine Learning for 3D Geometry | 6 |
| IN2369 | Machine Vision | 6 |
| IN2293 | Medical Augmented Reality | 5 |
| IN2133 | Principles of Computer Vision | 4 |
| IN2236 | Virtual Physics: Using Modern Modeling Methodologies for Computer Simulation | 4 |
| IN2026 | Visual Data Analytics | 5 |
Elective Courses: Databases and Information Systems
| ID | Title | Credits |
|---|---|---|
| CIT3230002 | Cloud Information Systems | 5 |
| CIT3230001 | Code Generation for Data Processing | 6 |
| CIT323001 | High Performance Query Processing | 5 |
| IN2219 | Query Optimization | 6 |
Elective Courses: Digital Biology and Digital Medicine
| ID | Title | Credits |
|---|---|---|
| CIT4230001 | Computational Modeling for System Genetics | 6 |
| IN2021 | Computer Aided Medical Procedures | 6 |
| IN2292 💎 | Introduction to Surgical Robotics | 6 |
| IN2291 | Protein Prediction II for Computer Scientists | 8 |
Elective Courses: Formal Methods and their Applications
| ID | Title | Credits |
|---|---|---|
| CIT3230000 | Advanced Concepts of Programming Languages | 6 |
| IN3350 🌟 | Ausgewählte Themen aus dem Bereich Formale Methoden und ihre Anwendungen | 5 |
| IN2041 | Automata and Formal Languages | 8 |
| IN2296 💎 | Games on Graphs | 5 |
| IN2053 | Program Optimization | 8 |
| IN2055 | Semantics | 8 |
Elective Courses: Machine Learning and Analytics
| ID | Title | Credits |
|---|---|---|
| CIT433027 | Advanced Deep Learning for Robotics | 8 |
| IN2403 | Artificial Intelligence in Medicine | 5 |
| IN2028 | Business Analytics and Machine Learning | 5 |
| CITHN2014 🌟 | Foundations and Application of Generative AI | 6 |
| IN2346 | Introduction to Deep Learning | 6 |
| IN2361 | Natural Language Processing | 6 |
| CIT423004 🌟 | Robust Machine Learning | 3 |
Elective Courses: Computer Architecture, Computer Networks and Distributed Systems
| ID | Title | Credits |
|---|---|---|
| IN2076 | Advanced Computer Architecture | 6 |
| IN2097 | Advanced Computer Networking | 5 |
| EI70630 | HW/SW Codesign | 5 |
| IN2125 | Virtualization Techniques | 5 |
Elective Courses: Robotics
| ID | Title | Credits |
|---|---|---|
| IN2376 💎 | Advanced Robot Control and Learning | 6 |
| CIT433037 | Advanced Robot Learning and Decision-Making | 5 |
| MW2411 | Concepts and Software Design for Cyber-Physical Systems | 5 |
| IN2383 | Formal Methods for Cyber-Physical Systems | 5 |
| IN2405 | Neuroprosthetics - Artificial Limbs | 5 |
| IN2060 | Real-Time Systems | 6 |
| IN2308 | Robot Programming and Control for Human Interaction | 5 |
| IN2067 | Robotics | 6 |
| CIT4330017 | Trustworthy Machine Learning Systems | 3 |
Elective Courses: Security and Privacy
| ID | Title | Credits |
|---|---|---|
| CIT433040 | Embedded Systems and Security | 6 |
| EI73451 | Information Theoretic Security | 5 |
| EI71029 | Physical Unclonable Functions | 5 |
| EI75671 | Ringvorlesung Systemsicherheit | 3 |
| EI7243 | Secure Implementation of Cryptographic Algorithms | 6 |
| EI71060 | Security in Communications and Storage | 5 |
Elective Courses: Scientific Computing and High Performance Computing
| ID | Title | Credits |
|---|---|---|
| IN2381 | Introduction to Quantum Computing | 5 |
| IN2398 | Numerical Algorithms for High Performance Computing | 8 |
| IN2365 | Parallel Programming Systems | 3 |
| CIT4330012 | Software for Quantum Computing | 5 |
Elective Courses: Information Systems
| ID | Title | Credits |
|---|---|---|
| IN2390 | Advanced Deep Learning for Computer Vision: Visual Computing | 8 |
| IN2406 | Fundamentals of Artificial Intelligence | 6 |
| IN2101 | Network Security | 5 |
| CIT4230000 | Strategic IT Management | 4 |
Elective Courses: Human Centered Engineering
| ID | Title | Credits |
|---|---|---|
| IN2093 | eLearning - Techniques and Infrastructures | 3 |
Elective Courses: Module Grundlagen
| ID | Title | Credits |
|---|---|---|
| IN0009 | Basic Principles: Operating Systems and System Software | 6 |
| IN0019 | Numerical Programming | 6 |