Curriculum: Master Data Science

Below you will find the current courses of the study program.

1st Semester
NameECTS
SWS
Applied Mathematics (MOD12)
English / iMod
5.00
-
Applied Mathematics (MAT)
English / ILV
5.00
3.00
Bridging Module (MOD11)
English / kMod
5.00
-
Analysis (ANY)
English / ILV
3.00
2.00
Applied Statistics (AWS)
English / ILV
3.00
2.00
Linear Algebra (LIAG)
English / ILV
2.00
1.00
Probability (PROB)
English / ILV
2.00
1.00
Business Development & Innovation (MOD15)
English / iMod
5.00
-
Business Development & Innovation (BDI)
English / ILV
5.00
3.00
Data Engineering (MOD14)
English / iMod
5.00
-
Data Engineering (DE)
English / ILV
5.00
3.00
Data Science Infrastructure (MOD16)
English / iMod
5.00
-
Data Science Infrastructure (DSI)
English / ILV
5.00
3.00
Statistical Computing (MOD13)
English / iMod
5.00
-
Statistical Computing (STCO)
English / ILV
5.00
3.00
2nd Semester
NameECTS
SWS
Elective 1 (MOD24)
English / iMod
5.00
-
Data Warehouse & BI (Specialisation) (SP1DW)
English / ILV
5.00
3.00
Process Analytics (Specialisation) (SP1PA)
English / ILV
5.00
3.00
Smart City (Specialisation) (SP1SC)
English / ILV
5.00
3.00
Elective 2 (MOD25)
English / iMod
5.00
-
Big Data Analytics (Specialisation) (SP2BDA)
English / ILV
5.00
3.00
Finance (Specialisation) (SP2FIN)
English / ILV
5.00
3.00
Natural Language Processing (Specialisation) (SP2NLP)
English / ILV
5.00
3.00
Machine Learning (MOD21)
English / iMod
5.00
-
Machine Learning (ML)
English / ILV
5.00
3.00
Multivariate Statistics (MOD22)
English / iMod
5.00
-
Multivariate Statistics (MA)
English / ILV
5.00
3.00
Scientific Working (MOD26)
English / iMod
5.00
-
Scientific Working (SCWO)
English / ILV
5.00
3.00
Solution Engineering (MOD23)
English / iMod
5.00
-
Solution Engineering (SOE)
English / ILV
5.00
3.00
3rd Semester
NameECTS
SWS
Artificial Intelligence (MOD31)
English / iMod
5.00
-
Artificial Intelligence (AI)
English / ILV
5.00
3.00
Data Science Regulations & Ehtics (MOD35)
English / kMod
5.00
-
Data Science Ethics (DSE)
English / ILV
2.00
1.00
Data Science Law (DSL)
English / ILV
3.00
2.00
Elective 3 (MOD32)
English / iMod
5.00
-
Marketing Analytics (Specialisation) (SP3ANY)
English / ILV
5.00
3.00
Smart Maintenance & Reliability Analysis (Specialsation) (SP3REB)
English / ILV
5.00
3.00
Trustworthy AI (Specialisation) (SP3TAI)
English / ILV
5.00
3.00
Elective 4 (MOD33)
English / iMod
5.00
-
Medical Imaging (Specialisation) (SP4IMA)
English / ILV
5.00
3.00
Renewable Energies (Specialisation) (SP4REE)
English / ILV
5.00
3.00
Security & Privacy in AI (Specialisation) (SP4SEC)
English / ILV
5.00
3.00
Master Thesis Project (MOD36)
English / iMod
5.00
-
Master Thesis Project (MTHP)
English / ILV
5.00
3.00
Solution Deployment & Communication (MOD34)
English / iMod
5.00
-
Solution Deployment & Communication (SDC)
English / ILV
5.00
3.00
4th Semester
NameECTS
SWS
Master's Thesis (MOD41)
English / kMod
30.00
-
Master Thesis Seminar (MASE)
English / SE
5.00
3.00
Master's Thesis (MT)
English / -
25.00
-