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This entry is from Winter semester 2020/21 and might be obsolete. No current equivalent could be found.

M.Sc. Data Science — Specialization Modules in Computer Science

Modules totaling 42 LP must be completed in this area of study. A maximum of 18 LP may be acquired in advanced modules.

List of modules in this area of study:

Sorted: alphabetical, by classification, by level and CP

Advanced module, 6 CP

• Advanced Module Databionics / Knowledge Engineering (Advanced module, 6 CP)
• Fundamental IoT Sensor Technologies To Measure Physical And Non-physical Parameters (Advanced module, 6 CP)
• Introduction to Bioinformatics (Advanced module, 6 CP)
• Small Advanced Module Bioinformatics (Advanced module, 6 CP)
• Small Advanced Module Databases (Advanced module, 6 CP)
• Small Advanced Module Distributed Systems (Advanced module, 6 CP)
• Small Advanced Module Graphics and Multimedia Programming (Advanced module, 6 CP)
• Small Advanced Module Programming Languages and Programming Tools (Advanced module, 6 CP)
• Small Advanced Module Software Engineering (Advanced module, 6 CP)
• Small Advanced Module Supervised Learning (Advanced module, 6 CP)
• Small Advanced Module Theoretical Computer Science (Advanced module, 6 CP)
• Small Advanced Module Unsupervised Learning (Advanced module, 6 CP)
• Software Design and Programming Techniques (Advanced module, 6 CP)

Advanced module, 9 CP

• Advanced Module Databionics (Advanced module, 9 CP)
• Computer Networks (Advanced module, 9 CP)
• Efficient Algorithms (Advanced module, 9 CP)
• Graphics Programming (Advanced module, 9 CP)
• IT-Security (Advanced module, 9 CP)
• Knowledge Discovery (Advanced module, 9 CP)
• Large Advanced Module Bioinformatics (Advanced module, 9 CP)
• Large Advanced Module Databases (Advanced module, 9 CP)
• Large Advanced Module Distributed Systems (Advanced module, 9 CP)
• Large Advanced Module Graphics and Multimedia Programming (Advanced module, 9 CP)
• Large Advanced Module Programming Languages and Programming Tools (Advanced module, 9 CP)
• Large Advanced Module Software Engineering (Advanced module, 9 CP)
• Large Advanced Module Supervised Learning (Advanced module, 9 CP)
• Large Advanced Module Theoretical Computer Science (Advanced module, 9 CP)
• Large Advanced Module Unsupervised Learning (Advanced module, 9 CP)
• Logic (Advanced module, 9 CP)
• Machine Learning (Advanced module, 9 CP)
• Software Quality (Advanced module, 9 CP)
• Theoretical Computer Science (Advanced module, 9 CP)

Specialization module, 6 CP

• Advanced Methods of System Development (Specialization module, 6 CP)
• Algorithms in Bioinformatics (Specialization module, 6 CP)
• Artificial Intelligence (Specialization module, 6 CP)
• Cloud Computing (Specialization module, 6 CP)
• Content-based Image and Video Analysis (Specialization module, 6 CP)
• Data Integration (Specialization module, 6 CP)
• Distributed Systems (Specialization module, 6 CP)
• Geo Databases (Specialization module, 6 CP)
• Index and Storage Structures (Specialization module, 6 CP)
• Information Retrieval (Specialization module, 6 CP)
• Neural Networks (Specialization module, 6 CP)
• Operating Systems (Specialization module, 6 CP)
• Parallel and Distributed Algorithms (Specialization module, 6 CP)
• Small Specialization Module Bioinformatics (Specialization module, 6 CP)
• Small Specialization Module Databases (Specialization module, 6 CP)
• Small Specialization Module Distributed Systems (Specialization module, 6 CP)
• Small Specialization Module Graphics and Multimedia Programming (Specialization module, 6 CP)
• Small Specialization Module Programming Languages and Programming Tools (Specialization module, 6 CP)
• Small Specialization Module Software Engineering (Specialization module, 6 CP)
• Small Specialization Module Supervised Learning (Specialization module, 6 CP)
• Small Specialization Module Theoretical Computer Science (Specialization module, 6 CP)
• Small Specialization Module Unsupervised Learning (Specialization module, 6 CP)
• Specialization Module Databionics for Time Series (Specialization module, 6 CP)
• Statistical Bioinformatics (Specialization module, 6 CP)
• Temporal Data Mining (Specialization module, 6 CP)
• Virtual Machines (Specialization module, 6 CP)
• Visual Languages (Specialization module, 6 CP)
• Web Technologies (Specialization module, 6 CP)

Specialization module, 9 CP

• Advanced Algorithmics (Specialization module, 9 CP)
• Algorithm Engineering (Specialization module, 9 CP)
• Databionics (Specialization module, 9 CP)
• Image Synthesis (Specialization module, 9 CP)
• Implementation of Database Systems (Specialization module, 9 CP)
• Large Specialization Module Bioinformatics (Specialization module, 9 CP)
• Large Specialization Module Databases (Specialization module, 9 CP)
• Large Specialization Module Distributed Systems (Specialization module, 9 CP)
• Large Specialization Module Graphics and Multimedia Programming (Specialization module, 9 CP)
• Large Specialization Module Programming Languages and Programming Tools (Specialization module, 9 CP)
• Large Specialization Module Software Engineering (Specialization module, 9 CP)
• Large Specialization Module Supervised Learning (Specialization module, 9 CP)
• Large Specialization Module Theoretical Computer Science (Specialization module, 9 CP)
• Large Specialization Module Unsupervised Learning (Specialization module, 9 CP)
• Model-driven Software Development (Specialization module, 9 CP)
• Modern Methods of System Development (Specialization module, 9 CP)
• Multimedia Signal Processing (Specialization module, 9 CP)
• Parallel Computing (Specialization module, 9 CP)
• Parallel Functional Programming (Specialization module, 9 CP)
• Specialization Module Databionics / Data Science (Specialization module, 9 CP)

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 (no corresponding element)
• Summer 2018 (no corresponding element)
• Winter 2018/19 (no corresponding element)
• Winter 2019/20 (no corresponding element)
• Winter 2020/21
• Summer 2021 (no corresponding element)
• Winter 2021/22 (no corresponding element)
• Winter 2022/23 (no corresponding element)
• Winter 2023/24 (no corresponding element)

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.