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

IE 500

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

HWS / FSS

CS 460

Database Technology Prof. Dr. Paulheim Lecture / Practical exercises

HWS

CS 560

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

HWS

IE 560

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

HWS

IE 650

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

HWS

IE 661

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

HWS

IE 663

Information Retrieval and Web Search Prof. Dr. Glavaš Lecture / Practical exercises / Student project FSS

IE 670

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

HWS

IE 671

Web Mining Prof. Dr. Ponzetto Lecture / Practical exercises / Student project FSS

IE 672

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

CS 647

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

HWS

CS 646

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

IE 673

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

IE 674

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

HWS

IE 689

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

HWS

TP

Team Project Bizer, Paulheim, Stuckenschmidt Project Seminar

HWS / FSS

CS 704

Artificial Intelligence Seminar Prof. Dr. Heiner Stuckenschmidt Seminar

HWS / FSS

CS 707

Data and Web Science Seminar Prof. Dr. Gemulla Seminar

HWS / FSS

CS 709

Text Analytics Seminar Prof. Dr. Ponzetto Seminar

HWS / FSS

CS 710

Knowledge Graphs Seminar Prof. Dr. Paulheim Seminar

HWS / FSS

CS 715

Large-Scale Data Integration Seminar Prof. Dr. Bizer Seminar

HWS / FSS

 

Courses for Bachelor Candidates

Title Lecturer Type Semester

Wirtschafts­informatik II/IV

Prof. Dr. Stuckenschmidt Lecture / Practical exercises

FSS

Praktische Informatik II

Prof. Dr. Gemulla

Lecture / Practical exercises

FSS

Einführung in Data Science

Prof. Dr. Ponzetto Lecture / Practical exercises HWS

Künstliche Intelligenz

Dr. Christian Meilicke Lecture / Practical exercises HWS

Wirtschafts­informatik für BaKuWis

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

Wirtschafts­informatik für WiPäds

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

Seminar

Prof. Dr. Stuckenschmidt Academic talks HWS/FSS

Data and Web Science Seminar

Prof. Dr. Gemulla Seminar HWS/FSS

 

Courses for PhD Candidates

Title Lecturer Type Semester

Colloquium

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

HWS / FSS

Computer-based Content Analysis

Dr. Federico Nanni Lecture / Practical Exercises

HWS

 

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.