Studienplan: Master Data Science
Hier finden Sie die aktuellen Lehrveranstaltungen des Studiengangs. Die Darstellung unterliegt laufenden Aktualisierungen und entspricht nicht zwangsläufig dem Studienplan für das nächste Studienjahr. Module, die sich über mehrere Semester erstrecken, werden jeweils mit der ECTS-Zahl für alle Semester angezeigt.
Legende
- kMod: kumulatives Modul (jede LV besitzt eine eigene Prüfung)
- iMod: integratives Modul mit abschließender Modulprüfung
- UE: Übung
- ILV: Integrative Lehrveranstaltung
- SE: Seminar
- LAB: Laborstunden
- TUT: Tutorien
1. Semester
| Bezeichnung | ECTS 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 |
2. Semester
| Bezeichnung | ECTS 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 |
3. Semester
| Bezeichnung | ECTS 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 |
4. Semester
| Bezeichnung | ECTS 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 - |