Lectures in Master Information Systems - offered in WS26
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 |
|---|---|---|
| SG8000160 | Sponsorship-linked marketing (online-course) | 6 |
Elective Courses: Algorithms
| ID | Title | Credits |
|---|---|---|
| CIT323004 🌟 | Advanced Algorithms | 8 |
| IN2003 | Efficient Algorithms and Data Structures | 8 |
| 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 |
| 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 |
| CIT323001 | High Performance Query Processing | 5 |
| IN2219 | Query Optimization | 6 |
| IN3100 💎 | Selected Topics in Databases and Information Systems (Designing, Specifying and Testing Distributed Data Systems) | 5 |
Elective Courses: Digital Biology and Digital Medicine
| ID | Title | Credits |
|---|---|---|
| IN3420 | Computational Modeling for System Genetics | 5 |
| 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 |
| IN2041 🌟 | Automata and Formal Languages | 8 |
| IN2296 | Games on Graphs | 5 |
| IN2053 | Program Optimization | 8 |
| IN3350 | Selected Topics in Formal Methods and their Applications | 5 |
| 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 |
| LS20056 🌟 | Computational Neuroscience – Lecture (M.Sc.) | 5 |
| CITHN2014 | Foundations and Application of Generative AI | 6 |
| IN2346 | Introduction to Deep Learning | 6 |
| IN2361 | Natural Language Processing | 6 |
| CIT4230004 💎 | Statistical Foundations of Learning | 8 |
Elective Courses: Computer Architecture, Computer Networks and Distributed Systems
| ID | Title | Credits |
|---|---|---|
| IN2076 | Advanced Computer Architecture | 6 |
| IN2097 | Advanced Computer Networking | 5 |
Elective Courses: Robotics
| ID | Title | Credits |
|---|---|---|
| CIT433037 | Advanced Robot Learning and Decision-Making | 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 |
|---|---|---|
| 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 |
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 |
Support Electives
| ID | Title | Credits |
|---|---|---|
| POL70044 | Business Ethics | 3 |
| CLA30622 | From Invention to Patent (Protection and Commercialization of Research Results) | 3 |
| CIT3640001 | Kurs zum:zur Fachsanitäter:in | 3 |
| CLA31900 | Living with the Future: How Our Choices Echo Ahead (Ringvorlesung Umwelt) | 3 |
| CIT623000 | Responsible, Sustainable and Inclusive Digital Product Creation | 6 |
| BGU32022 | The finite element method for fluid-structure interaction with open-source software | 3 |