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Curriculum Data Science

The curriculum of your degree consists of different module types, which provide you with specialist knowledge, mathematical-scientific basics, practical experience as well as contextual knowledge from areas such as communication and business.

In the third year of study, depending on your interest, you can choose between three main areas and take the corresponding specialization and elective modules. Click on each module to learn more about choices, language of instruction and ECTS credits.

Module overview full-time

This module table is valid from 15. July 2020

Module legend

Context Modules

Project Modules

Subject-Specific Modules

Mathematics and Nat. Science Modules

Semester 1 , Semester ECTS : 30 , Semester week lessons : 30

Communication Competence 1 EN

Communication Competence 1 EN

Im Modul Communication Competence 1 liegt der Schwerpunkt auf folgenden Aspekten des Kommunikationstrainings: Information im wissenschaftlichen Kontext recherchieren und verarbeiten // Auftritts- und Sprachkompetenz für Präsentationen weiterentwickeln // Im Team Kommunikation gestalten und Feedback geben // Unterrichtssprache: Deutsch

Software Projects

Software Projects

  • ECTS : 4

Computer Science Programming 1

Computer Science Programming 1

Data Science Fundamentals

Data Science Fundamentals

  • ECTS : 4

Explorative Data Analysis

Explorative Data Analysis

  • ECTS : 4

Linear Algebra 1

Linear Algebra 1

  • ECTS : 4

Lineare Algebra 1

Analysis 1

Analysis 1

  • ECTS : 4

Semester 2 , Semester ECTS : 30 , Semester week lessons : 30

Communication Competence 2 EN

Communication Competence 2 EN

Data Processing with R

Data Processing with R

  • ECTS : 4

Computer Science Programming 2

Computer Science Programming 2

Data Engineering 1

Data Engineering 1

  • ECTS : 4

Visualisation and Data Science Storytelling

Visualisation and Data Science Storytelling

  • ECTS : 4

Probability Calculations

Probability Calculations

  • ECTS : 4

Linear Algebra 2

Linear Algebra 2

  • ECTS : 4

Analysis 2

Analysis 2

  • ECTS : 4

Semester 3 , Semester ECTS : 30 , Semester week lessons : 30

Communication Competence 3 EN

Communication Competence 3 EN

Text Processing

Text Processing

  • ECTS : 4

Operating Systems and Infrastructure

Operating Systems and Infrastructure

  • ECTS : 4

Algorithms and Data Structures

Algorithms and Data Structures

  • ECTS : 4

Data Products and Services

Data Products and Services

  • ECTS : 4

Basics of Statistics

Basics of Statistics

  • ECTS : 4

Analysis 3

Analysis 3

  • ECTS : 4

Electronics and Digital Technology: Basic Principles

Electronics and Digital Technology: Basic Principles

  • ECTS : 4

Semester 4 , Semester ECTS : 30 , Semester week lessons : 30

Digitisation of Economic Systems

Digitisation of Economic Systems

  • ECTS : 2

Big Data Project

Big Data Project

  • ECTS : 4

Front End, Web and Software Engineering

Front End, Web and Software Engineering

  • ECTS : 4

Data Engineering 2

Data Engineering 2

  • ECTS : 4

Digital Entrepreneurship

Digital Entrepreneurship

  • ECTS : 4

Machine Learning und Data Mining

Machine Learning und Data Mining

  • ECTS : 4

Statistical Modelling

Statistical Modelling

  • ECTS : 4

Numerics

Numerics

  • ECTS : 4

Semester 5 , Semester ECTS : 30 , Semester week lessons : 30

Elective Module

Elective Module

  • ECTS : 2

Elective Module

Elective Module

  • ECTS : 2

Project Thesis: Data Science

Project Thesis: Data Science

  • ECTS : 6

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Optional Module

Optional Module

  • ECTS : 4

Module from group

  • Optional Module

Semester 6 , Semester ECTS : 30 , Semester week lessons : 30

Elective Module

Elective Module

  • ECTS : 2

Bachelor Thesis: Data Science

Bachelor Thesis: Data Science

  • ECTS : 12

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

The list of elective modules reflects the current state of the offer. It can change until the third year of study.

Module overview part-time

This module table is valid from 15. July 2020

Module legend

Context Modules

Subject-Specific Modules

Mathematics and Nat. Science Modules

Project Modules

Semester 1 , Semester ECTS : 22 , Semester week lessons : 18

Communication Competence 1 EN

Communication Competence 1 EN

Im Modul Communication Competence 1 liegt der Schwerpunkt auf folgenden Aspekten des Kommunikationstrainings: Information im wissenschaftlichen Kontext recherchieren und verarbeiten // Auftritts- und Sprachkompetenz für Präsentationen weiterentwickeln // Im Team Kommunikation gestalten und Feedback geben // Unterrichtssprache: Deutsch

Computer Science Programming 1

Computer Science Programming 1

Data Science Fundamentals

Data Science Fundamentals

  • ECTS : 4

Linear Algebra 1

Linear Algebra 1

  • ECTS : 4

Lineare Algebra 1

Analysis 1

Analysis 1

  • ECTS : 4

Semester 2 , Semester ECTS : 22 , Semester week lessons : 22

Communication Competence 2 EN

Communication Competence 2 EN

Computer Science Programming 2

Computer Science Programming 2

Data Engineering 1

Data Engineering 1

  • ECTS : 4

Visualisation and Data Science Storytelling

Visualisation and Data Science Storytelling

  • ECTS : 4

Linear Algebra 2

Linear Algebra 2

  • ECTS : 4

Analysis 2

Analysis 2

  • ECTS : 4

Semester 3 , Semester ECTS : 22 , Semester week lessons : 22

Communication Competence 3 EN

Communication Competence 3 EN

Software Projects

Software Projects

  • ECTS : 4

Data Products and Services

Data Products and Services

  • ECTS : 4

Explorative Data Analysis

Explorative Data Analysis

  • ECTS : 4

Analysis 3

Analysis 3

  • ECTS : 4

Electronics and Digital Technology: Basic Principles

Electronics and Digital Technology: Basic Principles

  • ECTS : 4

Semester 4 , Semester ECTS : 22 , Semester week lessons : 22

Digitisation of Economic Systems

Digitisation of Economic Systems

  • ECTS : 2

Data Processing with R

Data Processing with R

  • ECTS : 4

Data Engineering 2

Data Engineering 2

  • ECTS : 4

Digital Entrepreneurship

Digital Entrepreneurship

  • ECTS : 4

Probability Calculations

Probability Calculations

  • ECTS : 4

Numerics

Numerics

  • ECTS : 4

Semester 5 , Semester ECTS : 22 , Semester week lessons : 22

Elective Module

Elective Module

  • ECTS : 2

Text Processing

Text Processing

  • ECTS : 4

Operating Systems and Infrastructure

Operating Systems and Infrastructure

  • ECTS : 4

Algorithms and Data Structures

Algorithms and Data Structures

  • ECTS : 4

Basics of Statistics

Basics of Statistics

  • ECTS : 4

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Semester 6 , Semester ECTS : 22 , Semester week lessons : 22

Elective Module

Elective Module

  • ECTS : 2

Big Data Project

Big Data Project

  • ECTS : 4

Front End, Web and Software Engineering

Front End, Web and Software Engineering

  • ECTS : 4

Machine Learning und Data Mining

Machine Learning und Data Mining

  • ECTS : 4

Statistical Modelling

Statistical Modelling

  • ECTS : 4

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Semester 7 , Semester ECTS : 24 , Semester week lessons : 18

Elective Module

Elective Module

  • ECTS : 2

Project Thesis: Data Science

Project Thesis: Data Science

  • ECTS : 6

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Optional Module

Optional Module

  • ECTS : 4

Module from group

  • Optional Module

Semester 8 , Semester ECTS : 24 , Semester week lessons : 12

Bachelor Thesis: Data Science

Bachelor Thesis: Data Science

  • ECTS : 12

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

The list of elective modules reflects the current state of the offer. It can change until the third year of study.