Data Science

FsB vom 06.04.2018 mit Änderungen vom 01.07.2019, 02.03.2020 und 21.03.2023

Profiles and modules

Cross-profile mandatory modules

Acronym Designation LP1 Recom­mended start2 Manda­tory option3 SL4 bPr5 uPr6
24-M-FStat Foundations of Statistics 7 1. Obli­gation   1  
39-Inf-AOpt Applied Optimisation 5 1. Obli­gation   1  
31-SW-StaFo Topics in Contemporary Statistics 5 3. Obli­gation 1 1  
31-SW-StiP Statistics in Practice 7 3. Obli­gation 1 1  
39-Inf-ELSI Ethical, Legal and Social Impacts 5 3. Obli­gation   1  
31-M-Thesis Master's Thesis 30 4. Obli­gation   1  

Profile Variante 1

Acronym Designation LP1 Recom­mended start2 Manda­tory option3 SL4 bPr5 uPr6
39-Inf-ML Introduction to Machine Learning 5 1. Obli­gation   1  
39-Inf-Pro Programming 5 1. Obli­gation   1  
39-Inf-BDA Big Data Analytics 5 2. Obli­gation   1  
31-M-ASM1 Advanced Statistical Methods I 8 1. Compul­sory optional subject   1  
31-M-INT1 International Courses in Data Science 1 8 1. Compul­sory optional subject   1  
39-M-Inf-VKIa Advanced Artificial Intelligence (5 CP) 5 1. o. 3. Compul­sory optional subject   1  
39-M-Inf-VML Advanced Machine Learning 5 1. o. 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
31-M-ASM2 Advanced Statistical Methods II 8 2. Compul­sory optional subject   2  
31-M-INT2 International Courses in Data Science 2 8 2. Compul­sory optional subject   1  
39-Inf-AIAI Ambient Intelligence and Auditory Interfaces 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-AKS Applications of Cognitive Systems 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-DI Data Integration 5 2. Compul­sory optional subject   1  
39-M-Inf-ADS Auditory Data Science 5 2. Compul­sory optional subject   1  
39-M-Inf-ASE Autonomous Systems Engineering 10 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-MBP Multimodal Behavior Processing 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-VDM Advanced Data Mining 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-VHC_a Virtual Humans and Conversational Agents 10 2. o. 3. Compul­sory optional subject 2 SL, 0-2 bPr, 0-2 uPr
39-M-INT1 International Courses in Data Science 1 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT2 International Courses in Data Science 2 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT3 International Courses in Data Science 3 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT4 International Courses in Data Science 4 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT5 International Courses in Data Science 5 10 2. o. 3. Compul­sory optional subject   1  
39-M-INT6 International Courses in Data Science 6 10 2. o. 3. Compul­sory optional subject   1  
39-Inf-SNLP Statistical Natural Language Processing 10 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-ABDA_a Advanced Big Data Analytics / Big Data Machine Learning 5 3. Compul­sory optional subject   1  
39-M-Inf-ADA Advanced Data Analysis 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-DL Deep Learning 5 3. Compul­sory optional subject   1  
39-M-Inf-RDM Research Data Management 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-SSV Speech Signal Processing 10 3. Compul­sory optional subject 1 SL, 0-1 bPr, 0-1 uPr
39-M-Inf-SW Semantic Web 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-BDS Biomedical Data Science for Modern Healthcare Technology 10 3. o. 4. Compul­sory optional subject 1 SL, 0-1 bPr, 0-1 uPr
39-AN1 Recognition 1 5 Compul­sory optional subject n.s.
39-AN1_1 Recognition 1_1 5 Compul­sory optional subject n.s.
39-AN1_2 Recognition 1_2 5 Compul­sory optional subject n.s.
39-AN1_3 Recognition 1_3 5 Compul­sory optional subject n.s.
39-AN2 Recognition 2 10 Compul­sory optional subject n.s.
39-AN2_1 Recognition 2_1 10 Compul­sory optional subject n.s.
Modules to be discontinued
39-Inf-ML_ver1 Introduction to Machine Learning 5 1. Obli­gation 0-1 bPr, 0-1 uPr
39-Inf-BDA_ver1 Big Data Analytics 5 2. Obli­gation   1  
Modules already discontinued
39-M-Inf-CA Computer Animation 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-CG Basics of Computer Graphics 10 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-GMP Geometric Modeling Based on Polygonal Meshes 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr

Profile Variante 2

Acronym Designation LP1 Recom­mended start2 Manda­tory option3 SL4 bPr5 uPr6
31-M-ISDA Introduction to Statistical Data Analysis 8 1. Obli­gation   1  
31-M-Ectr1 Econometrics 1 7 2. Obli­gation   1  
31-M-ASM1 Advanced Statistical Methods I 8 1. Compul­sory optional subject   1  
31-M-INT1 International Courses in Data Science 1 8 1. Compul­sory optional subject   1  
39-M-Inf-VKIa Advanced Artificial Intelligence (5 CP) 5 1. o. 3. Compul­sory optional subject   1  
39-M-Inf-VML Advanced Machine Learning 5 1. o. 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
31-M-ASM2 Advanced Statistical Methods II 8 2. Compul­sory optional subject   2  
31-M-INT2 International Courses in Data Science 2 8 2. Compul­sory optional subject   1  
39-Inf-AIAI Ambient Intelligence and Auditory Interfaces 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-AKS Applications of Cognitive Systems 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-BDA Big Data Analytics 5 2. Compul­sory optional subject   1  
39-Inf-DI Data Integration 5 2. Compul­sory optional subject   1  
39-M-Inf-ADS Auditory Data Science 5 2. Compul­sory optional subject   1  
39-M-Inf-ASE Autonomous Systems Engineering 10 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-MBP Multimodal Behavior Processing 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-VDM Advanced Data Mining 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-VHC_a Virtual Humans and Conversational Agents 10 2. o. 3. Compul­sory optional subject 2 SL, 0-2 bPr, 0-2 uPr
39-M-INT1 International Courses in Data Science 1 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT2 International Courses in Data Science 2 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT3 International Courses in Data Science 3 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT4 International Courses in Data Science 4 5 2. o. 3. Compul­sory optional subject   1  
39-M-INT5 International Courses in Data Science 5 10 2. o. 3. Compul­sory optional subject   1  
39-M-INT6 International Courses in Data Science 6 10 2. o. 3. Compul­sory optional subject   1  
39-Inf-SNLP Statistical Natural Language Processing 10 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-ABDA_a Advanced Big Data Analytics / Big Data Machine Learning 5 3. Compul­sory optional subject   1  
39-M-Inf-ADA Advanced Data Analysis 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-DL Deep Learning 5 3. Compul­sory optional subject   1  
39-M-Inf-RDM Research Data Management 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-SSV Speech Signal Processing 10 3. Compul­sory optional subject 1 SL, 0-1 bPr, 0-1 uPr
39-M-Inf-SW Semantic Web 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-BDS Biomedical Data Science for Modern Healthcare Technology 10 3. o. 4. Compul­sory optional subject 1 SL, 0-1 bPr, 0-1 uPr
39-AN1 Recognition 1 5 Compul­sory optional subject n.s.
39-AN1_1 Recognition 1_1 5 Compul­sory optional subject n.s.
39-AN1_2 Recognition 1_2 5 Compul­sory optional subject n.s.
39-AN1_3 Recognition 1_3 5 Compul­sory optional subject n.s.
39-AN2 Recognition 2 10 Compul­sory optional subject n.s.
39-AN2_1 Recognition 2_1 10 Compul­sory optional subject n.s.
Modules to be discontinued
39-Inf-BDA_ver1 Big Data Analytics 5 2. Compul­sory optional subject   1  
Modules already discontinued
39-M-Inf-CA Computer Animation 5 2. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-Inf-CG Basics of Computer Graphics 10 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr
39-M-Inf-GMP Geometric Modeling Based on Polygonal Meshes 5 3. Compul­sory optional subject 0-1 bPr, 0-1 uPr

Legend

1
LP is the short form for credit points.
2
The figures in this column are the specialist semesters in which it is recommended to start the module. Depending on the individual study schedule, entirely different courses of study are possible and advisable.
3
Explanations on mandatory option: "Obligation" means: This module is mandatory for the course of the studies; "Optional obligation" means: This module belongs to a number of modules available for selection under certain circumstances. This is more precisely regulated by the "Subject-related regulations" (see navigation).
4
Number of study requirements
5
Number of examinations with grades
6
Number of examinations without grades
n.s.
Not specified

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Show course information Programme of lectures (eKVV) Examination and Study Regulations for the Master's Programme Subject-specific regulations in German (PDF) Subject-specific regulations in English (non official translation) (PDF) Quality report Data Science (PDF) Module Guide (PDF)

Profiles

Variante 1 Variante 2

All contact persons for the subject:

Student Counselling Service Academic Student Counselling Service Examination Office Contact Point for Credit Recognition Internship Representative Persons responsible for modules