International Master's Program in Data Analytics
Program Structure Summer Intake
1st Semester
Nr | Module | Type | CPs |
---|---|---|---|
M5 | Big Data Analytics | Lecture | 6 |
M7 | Data and Privacy Protection | Lecture | 3 |
M8 | Distributed Data Analytics | Lab course | 6 |
M4 | Seminar Data Analytics I | Seminar | 4 |
MS1 | Methodological Specialization | Lecture | 6 |
AM1 | Application module I | - | 6 |
2nd Semester
Nr | Module | Type | CPs |
---|---|---|---|
M1 | Machine Learning | Lecture | 6 |
M2 | Modern Optimization Techniques | Lecture | 6 |
M3 | Programming Machine Learning | Lab course | 6 |
M9 | Seminar Data Analytics II | Seminar | 4 |
M11 | Planning and Optimal Control | Lecture | 6 |
3rd Semester
Nr | Module | Type | CPs |
---|---|---|---|
M6 | Advanced Machine Learning | Lecture | 6 |
M13 | Seminar Data Analytics III | Seminar | 4 |
M10 | Project (part I) | Project | 9 |
AM2 | Application module II | - | 6 |
M14 | Master Thesis (part I) | Project | 6 |
4rd Semester
Nr | Module | Type | CPs |
---|---|---|---|
M12 | Project (part II) | Project | 6 |
M14 | Master Thesis (part II) | Project | 24 |
Methodological Specialization (MS)
- Advanced Case-Based Reasoning
- Bayesian Networks
- Computer Vision
- Markov Chains
- Deep Learning
- Business Analytics
Application Module (AM)
- Computer Science/Software Engineering
- Software Product Lines
- Requirements Engineering
- Seminar Software Engineering
- Computer Science/ Media Systems
- Data and Process Visualization
- Contextualized Computing and Ambient Intelligent Systems
- Contextual Design of Interactive Systems
- Lab Course Media Systems
- Seminar Media Systems
- Business Administration and Information Systems
- Advanced Marketing
- Advanced Logistics
- Seminar Business Studies
- Information Retrieval and Information Science
- Introduction Information Retrieval (IR)
- Introduction Natural Language Processing
- Multilingual Information Systems
- Seminar Multilingiual Information Retrieval
- Project Multilingual Information Systems
- Lab Course Information Retrieval (IR)
- Natural Language Processing
- Natural Language Processing 2
- Seminar Computer Linguistic Resources
- Seminar Computer Linguistic Processes
- Project Computer Linguistic Resources
- Project Computer Linguistic Processes
- Lab Course Natural Language Processing
- Environmental Sciences
- Geographic Information Systems
- Soft Skills
- English 1
- English 2