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This entry is from Winter semester 2020/21 and might be obsolete. You can find a current equivalent here.
M.Sc. Data Science — Index Sorted by Level and Credit Points
Advanced module, 6 CP
- Advanced Module Databionics / Knowledge Engineering (Specialization Modules in Computer Science )
- Fundamental IoT Sensor Technologies To Measure Physical And Non-physical Parameters (Specialization Modules in Computer Science )
- Introduction to Bioinformatics (Specialization Modules in Computer Science )
- Measure and Integration Theory (Advanced and Specialization Modules in Mathematics )
- Small Advanced Module Bioinformatics (Specialization Modules in Computer Science )
- Small Advanced Module Databases (Specialization Modules in Computer Science )
- Small Advanced Module Distributed Systems (Specialization Modules in Computer Science )
- Small Advanced Module Graphics and Multimedia Programming (Specialization Modules in Computer Science )
- Small Advanced Module Programming Languages and Programming Tools (Specialization Modules in Computer Science )
- Small Advanced Module Software Engineering (Specialization Modules in Computer Science )
- Small Advanced Module Supervised Learning (Specialization Modules in Computer Science )
- Small Advanced Module Theoretical Computer Science (Specialization Modules in Computer Science )
- Small Advanced Module Unsupervised Learning (Specialization Modules in Computer Science )
- Software Design and Programming Techniques (Specialization Modules in Computer Science )
Advanced module, 9 CP
- Advanced Module Databionics (Specialization Modules in Computer Science )
- Computer Networks (Specialization Modules in Computer Science )
- Efficient Algorithms (Specialization Modules in Computer Science )
- Graphics Programming (Specialization Modules in Computer Science )
- IT-Security (Specialization Modules in Computer Science )
- Knowledge Discovery (Specialization Modules in Computer Science )
- Large Advanced Module Bioinformatics (Specialization Modules in Computer Science )
- Large Advanced Module Databases (Specialization Modules in Computer Science )
- Large Advanced Module Distributed Systems (Specialization Modules in Computer Science )
- Large Advanced Module Graphics and Multimedia Programming (Specialization Modules in Computer Science )
- Large Advanced Module Programming Languages and Programming Tools (Specialization Modules in Computer Science )
- Large Advanced Module Software Engineering (Specialization Modules in Computer Science )
- Large Advanced Module Supervised Learning (Specialization Modules in Computer Science )
- Large Advanced Module Theoretical Computer Science (Specialization Modules in Computer Science )
- Large Advanced Module Unsupervised Learning (Specialization Modules in Computer Science )
- Logic (Specialization Modules in Computer Science )
- Machine Learning (Specialization Modules in Computer Science )
- Software Quality (Specialization Modules in Computer Science )
- Theoretical Computer Science (Specialization Modules in Computer Science )
Specialization module, 3 CP
- Asymptotical Statistics (Advanced and Specialization Modules in Mathematics )
- Small Specialization Module Stochastics without Tutorial (Advanced and Specialization Modules in Mathematics )
Specialization module, 6 CP
- Advanced Methods of System Development (Specialization Modules in Computer Science )
- Algorithms in Bioinformatics (Specialization Modules in Computer Science )
- Artificial Intelligence (Specialization Modules in Computer Science )
- Cloud Computing (Specialization Modules in Computer Science )
- Compressive Sensing (Advanced and Specialization Modules in Mathematics )
- Content-based Image and Video Analysis (Specialization Modules in Computer Science )
- Data Integration (Specialization Modules in Computer Science )
- Distributed Systems (Specialization Modules in Computer Science )
- Extreme Value Theory (Advanced and Specialization Modules in Mathematics )
- Finite Frames (Advanced and Specialization Modules in Mathematics )
- Geo Databases (Specialization Modules in Computer Science )
- High-dimensional Statistics (Advanced and Specialization Modules in Mathematics )
- Index and Storage Structures (Specialization Modules in Computer Science )
- Information Retrieval (Specialization Modules in Computer Science )
- Neural Networks (Specialization Modules in Computer Science )
- Non-smooth Optimization (Advanced and Specialization Modules in Mathematics )
- Nonparametric Statistics (Advanced and Specialization Modules in Mathematics )
- Numerical Solution Methods for Elliptical Partial Differential Equations (Advanced and Specialization Modules in Mathematics )
- Operating Systems (Specialization Modules in Computer Science )
- Parallel and Distributed Algorithms (Specialization Modules in Computer Science )
- Small Specialization Module Bioinformatics (Specialization Modules in Computer Science )
- Small Specialization Module Databases (Specialization Modules in Computer Science )
- Small Specialization Module Distributed Systems (Specialization Modules in Computer Science )
- Small Specialization Module Graphics and Multimedia Programming (Specialization Modules in Computer Science )
- Small Specialization Module Numerical Mathematics/Optimization (Advanced and Specialization Modules in Mathematics )
- Small Specialization Module Optimization (Advanced and Specialization Modules in Mathematics )
- Small Specialization Module Programming Languages and Programming Tools (Specialization Modules in Computer Science )
- Small Specialization Module Software Engineering (Specialization Modules in Computer Science )
- Small Specialization Module Stochastics (Advanced and Specialization Modules in Mathematics )
- Small Specialization Module Supervised Learning (Specialization Modules in Computer Science )
- Small Specialization Module Theoretical Computer Science (Specialization Modules in Computer Science )
- Small Specialization Module Unsupervised Learning (Specialization Modules in Computer Science )
- Specialization Module Databionics for Time Series (Specialization Modules in Computer Science )
- Statistical Bioinformatics (Specialization Modules in Computer Science )
- Stochastic Optimization (Advanced and Specialization Modules in Mathematics )
- Temporal Data Mining (Specialization Modules in Computer Science )
- Time Series Analysis (Advanced and Specialization Modules in Mathematics )
- Virtual Machines (Specialization Modules in Computer Science )
- Visual Languages (Specialization Modules in Computer Science )
- Wavelet Analysis I (Advanced and Specialization Modules in Mathematics )
- Web Technologies (Specialization Modules in Computer Science )
Specialization module, 9 CP
- Advanced Algorithmics (Specialization Modules in Computer Science )
- Algorithm Engineering (Specialization Modules in Computer Science )
- Approximation Theory (Advanced and Specialization Modules in Mathematics )
- Combinatorics (Large Specialization Module) (Advanced and Specialization Modules in Mathematics )
- Databionics (Specialization Modules in Computer Science )
- Image Synthesis (Specialization Modules in Computer Science )
- Implementation of Database Systems (Specialization Modules in Computer Science )
- Large Specialization Module Bioinformatics (Specialization Modules in Computer Science )
- Large Specialization Module Databases (Specialization Modules in Computer Science )
- Large Specialization Module Distributed Systems (Specialization Modules in Computer Science )
- Large Specialization Module Graphics and Multimedia Programming (Specialization Modules in Computer Science )
- Large Specialization Module Numerical Mathematics/Optimization (Advanced and Specialization Modules in Mathematics )
- Large Specialization Module Optimization (Advanced and Specialization Modules in Mathematics )
- Large Specialization Module Programming Languages and Programming Tools (Specialization Modules in Computer Science )
- Large Specialization Module Software Engineering (Specialization Modules in Computer Science )
- Large Specialization Module Stochastics (Advanced and Specialization Modules in Mathematics )
- Large Specialization Module Supervised Learning (Specialization Modules in Computer Science )
- Large Specialization Module Theoretical Computer Science (Specialization Modules in Computer Science )
- Large Specialization Module Unsupervised Learning (Specialization Modules in Computer Science )
- Mathematical Statistics (Advanced and Specialization Modules in Mathematics )
- Model-driven Software Development (Specialization Modules in Computer Science )
- Modern Methods of System Development (Specialization Modules in Computer Science )
- Multimedia Signal Processing (Specialization Modules in Computer Science )
- Nonlinear Optimization (Advanced and Specialization Modules in Mathematics )
- Numerical Solution Methods for Differential Equations (Advanced and Specialization Modules in Mathematics )
- Numerical Solution Methods for Finite Dimensional Problems (Advanced and Specialization Modules in Mathematics )
- Parallel Computing (Specialization Modules in Computer Science )
- Parallel Functional Programming (Specialization Modules in Computer Science )
- Probabilistic Combinatorics (Advanced and Specialization Modules in Mathematics )
- Probability Theory (Advanced and Specialization Modules in Mathematics )
- Specialization Module Databionics / Data Science (Specialization Modules in Computer Science )
- Stochastical Analysis (Advanced and Specialization Modules in Mathematics )
Practical module, 12 CP
- Project Work Data Science (Profile and Practical Modules )
Profile module, 3 CP
- Selected Advanced Topics in Computer Science / Data Science (Seminar) (Profile and Practical Modules )
- Selected Advanced Topics in Mathematics / Data Science (Seminar) (Profile and Practical Modules )
Profile module, 9 CP
- Introduction to Scientific Working Data Science (Profile and Practical Modules )
Thesis module, 30 CP
- Master Thesis (Final Module )
See also: Areas of study in this course, Alphabetical index of all modules in this course
Please note:
This page applies to the most current examination regulations in Winter semester 2020/21. If you are studying according to an earlier or later examination regulation other provisions may apply:
- Winter 2016/17
- Summer 2018
- Winter 2018/19
- Winter 2019/20
- Winter 2020/21
- Summer 2021
- Winter 2021/22
- Winter 2022/23
- Winter 2023/24
The information in this online module guide was created automatically. Legally binding is only the information in the examination regulations (Prüfungsordnung). If you notice any discrepancies or errors, we would be grateful for any advice.