Teaching

The following courses are offered by members of the DWS group within the degree programs Mannheim Master in Data ScienceBachelor in Business Informatics, and Master in Business Informatics. Professors of the DWS group also teach in the part-time distance-learning Master program in Data Science offered together with Albstadt-Sigmaringen University.

Courses for Master Candidates

Code Title Lecturer Type Semester ECTS

IE 500

Data Mining I Prof. Dr. Bizer / Prof. Dr. Paulheim Lecture / Practical exercises / Student project

Fall / Spring

6

CS 460

Database Technology Prof. Dr. Paulheim Lecture / Practical exercises

Spring

6

CS 560

Large-Scale Data Management Prof. Dr. Gemulla Lecture / Practical exercises

Fall

6

IE 560

Decision Support Prof. Dr. Heiner Stuckenschmidt Lecture / Practical exercises

Fall

6

IE 650

Semantic Web Technologies Prof. Dr. Paulheim Lecture / Practical exercises

Fall

6

IE 661

Text Analytics Prof. Dr. Ponzetto / Prof. Dr. Glavaš Lecture / Practical exercises

Fall

6

IE 663

Information Retrieval and Web Search Prof. Dr. Glavaš Lecture / Practical exercises / Student project Spring 3+3

IE 670

Web Data Integration Prof. Dr. Bizer Lecture / Practical exercises / Student project

Fall

3+3

IE 671

Web Mining Prof. Dr. Ponzetto Lecture / Practical exercises / Student project Spring 3+3

IE 672

Data Mining II Prof. Dr. Paulheim Lecture / Practical exercises / Student project Spring 6

CS 647

Image Processing Prof. Dr.-Ing. Margret Keuper Lecture / Practical exercises / Student project

Fall

6

CS 646

Higher Level Computer Vision Prof. Dr.-Ing. Margret Keuper Lecture / Practical exercises / Student project Spring 6

IE 673

Data Mining and Matrices Prof. Dr. Gemulla Lecture / Practical exercises   6

IE 674

Hot Topics in Machine Learning Prof. Dr. Gemulla Lecture / Practical exercises

Spring

6
IE 675 Machine Learning Prof. Dr. Rainer Gemulla Lecture / Practical exercises Fall 6
IE 676 Network Analysis Prof. Dr. Stuckenschmidt Lecture / Practical exercises Fall 6

IE 689

Relational Learning Prof. Dr. Stuckenschmidt / Dr. Meilicke Lecture / Practical exercises

Fall

6

TP

Team Project Bizer, Paulheim, Stuckenschmidt Project Seminar

Fall / Spring

12

CS 707

Data and Web Science Seminar Prof. Dr. Gemulla Seminar Fall / Spring 4

CS 709

Text Analytics Seminar Prof. Dr. Ponzetto Seminar Fall / Spring 4

CS 710

Selected Topics in Data Science Seminar Prof. Dr. Paulheim Seminar

Spring

4

CS 715

Large-Scale Data Integration Seminar Prof. Dr. Bizer Seminar Spring 4
CS 718 AI in Fiction and Society Seminar Prof. Dr. Paulheim Seminar Fall 4

All Master's level courses are taught in English.

Courses for Bachelor Candidates

Title   Lecturer Type Semester Language ECTS

Wirtschafts­informatik II/IV

  Prof. Dr. Stuckenschmidt Lecture / Practical exercises

Spring

German 6

Praktische Informatik II

  Prof. Dr. Gemulla

Lecture / Practical exercises

Spring German 6

Einführung in Data Science

  Prof. Dr. Ponzetto Lecture / Practical exercises Fall English 6

Künstliche Intelligenz

  Dr. Christian Meilicke Lecture / Practical exercises Fall German 6

Wirtschafts­informatik für BaKuWis

  Prof. Dr. Bizer / Prof. Dr. Ponzetto Lecture / Practical exercises Fall    

Wirtschafts­informatik für WiPäds

  Prof. Dr. Bizer / Prof. Dr. Ponzetto Lecture / Practical exercises Spring    

Seminar

  Prof. Dr. Stuckenschmidt Academic talks Fall / Spring    

Data and Web Science Seminar

  Prof. Dr. Gemulla Seminar Fall / Spring English 5

 

Courses for PhD Candidates

Title Lecturer Type Semester Language ECTS

Colloquium

Prof. Dr. Stuckenschmidt / Prof. Dr. Bizer / Prof. Dr. Gemulla / Prof. Dr. Paulheim / Prof. Dr. Ponzetto Akademic talks and dicussion

Fall / Spring

   

Computational Text Analysis

Dr. Federico Nanni Lecture / Practical Exercises

Fall

English 6

 

Lecture Videos

The Data and Web Science Group records core lectures for Master students on video and provides screen casts of  accompanying exercises in order to enable students to be more flexible in their learning patterns. The videos and screen casts are found here.