The two-year Master's programme in Data Analytics comprises four semesters with a total of 120 CPs (credit points). The study programme is structured into a methodological core (65%), an application area (10%), and a Master's thesis (25%).
Programme structure for the winter intake:
First semester
Compulsory modules:
- Machine Learning Lecture (6 CPs)
- Modern Optimisation Techniques Lecture (6 CPs)
- Programming Machine Learning Lab Course (6 CPs)
- Data Analytics I Seminar (4 CPs)
and one application module (6 CPs)
Second semester
Compulsory modules:
- Big Data Analytics Lecture (6 CPs)
- Advanced Machine Learning Lecture (6 CPs)
- Data and Privacy Protection Lecture (3 CPs)
- Distributed Data Analytics Lab Course (6 CPs)
- Data Analytics II Seminar (4 CPs)
- Project (part I) (6 CPs)
Third semester
Compulsory modules:
- Planning and Optimal Control Lecture (6 CPs)
- Project (part II) (9 CPs)
- Data Analytics III Seminar (4 CPs)
one methodological specialisation lecture (6 CPs)
and one application module (6 CPs)
Fourth semester
The Master's thesis is written during the last semester. (30 CPs)
Programme structure for the summer intake:
First semester
- Big Data Analytics Lecture (6 CPs)
- Data and Privacy Protection Lecture (3 CPs)
- Distributed Data Analytics Lab Course (6 CPs)
- Data Analytics I Seminar (4 CPs)
- Methodological Specialisation Lecture (6 CPs)
- Application Module I (6 CPs)
Second semester
- Machine Learning Lecture (6 CPs)
- Modern Optimisation Techniques Lecture (6 CPs)
- Programming Machine Learning Lab Course (6 CPs)
- Data Analytics II Seminar (4 CPs)
- Planning and Optimal Control Lecture (6 CPs)
Third semester
- Advanced Machine Learning Lecture (6 CPs)
- Data and Privacy Protection Lecture (3 CPs)
- Data Analytics III Seminar (4 CPs)
- Project (part I) (9 CPs)
- Application Module II (6 CPs)
- Master's thesis (part I) (6 CPs)
Fourth semester
- Project (part II) (6 CPs)
- Master's thesis (part II) (24 CPs)
A list of available modules for methodological specialisation and applications can be found here.