Lectures Data Science

 

Fall semester 2023 

 

Titel

Lecturer

CP

Time

Mathematical Foundations

   

66096

Mathematics of Data Science *

Jiří Černý
Valentin Debarnot
Ivan Dokmanić

8 CP

Mon 16:15-18:00
Tue 16:15-18:00
Thu 08:15-10:00

12246

Numerical Methods of Partial Differential Equations

Marcus J. Grote

8 CP

Mon 14:15-16:00
Wed 14:15-16:00

19300

Random Processes: Theory and applications from physics to finance

Jörg Lehman

4 CP

Wed 09:00-10:15
Wed 10:15-12:00

22738

Iterative Verfahren der Numerik (nur jedes 2. Herbstsemester)

Helmut Harbrecht

4 CP

Mon 14:15-16:00
Tue 10:15-12:00

Machine Learning Foundations

   

45401

Bioinformatics Algorithms

Volker Roth

4 CP

Thu 14:15-16:00
Tue 13:15-14:00

66937

Foundations of Deep Learning

Aurelien Lucchi

6 CP

Mon 10:15-12:00
Thu 16:15-18:00

Systems Foundations

   

45402

Foundations of Distributed Systems *

Florina M. Ciorba
Erick Lavoie
Heiko Schuldt
Isabel Wagner

8 CP

Thu 10:15-12:00
Fri 10:15-12:00

15731

Multimedia Retrieval

Roger Weber

6 CP

Fri 15:15-18:00

Electives in Data Science

   

11680

Computational Physics

Stefan Goedecker

4 CP

Mon 10:15-12:00

11681

Computational Physics

Stefan Goedecker

2 CP

 

12246

Numerical Methods for Partial Differential Equations

Marcus J. Grote

8 CP

Mon 14:15-16:00
Wed 14:15-16:00

15731

Multimedia Retrieval

Roger Weber

6 CP

Fri 15:15-18:00

17163

Scientific Writing 

Craig Hamilton
Erick Lavoie

6 CP

Wed 10:15-12:00 

18545

Advanced Mathematics for Economics

Thomas Zehrt

3 CP

Block: 04.09.2023 - 15.09.2023
09:15-12:00

19300

Random processes: Theory and applications from physics to finance

Jörg Lehmann

4 CP

Wed 09:00-10:15
Wed 10:15-12:00

25637

Molecular Simulations with Chemical and Biological Applications

Markus Meuwly

3 CP

Thu 16:15-18:00

41828

Perspectives of Natural Sciences on Sustainability

Patrizia Holm

3 CP

Tue 14:15-16:00

41829

Perspectives of Social Sciences on Sustainability

Rony Emmenegger

3 CP

Tue 16:15-18:00

45400

Planning and Optimization

Malte Helmert
Gabriele Röger

8 CP

Mon 14:15-16:00
Wed 14:15-16:00

45401

Bioinformatics Algorithms

Volker Roth

4 CP

Thu 14:15-16:00

55048

The AI Economy: Business Strategies and Policy Issues

Stephan Weymouth

3 CP

Block: 07.08. - 17.08.2023
09:45-12:15

55662

Applied Mathematics and Informatics in Drug Discovery

David Zhang Jitao

 2 CP

Fri 12:15-14:00

55769

Statistical Modelling

Giusi Moffa

6 CP

Tue 14:15-16:00
Wed 08:15-10:00

66937

Foundations of Deep Learning

Aurelien Lucchi

6 CP

Mon 10:15-12:00
Thu 16:15-18:00


* These lectures are mandatory for all Data Science students. The remaining lectures in the individual modules can be freely chosen based on the given list of recommendations.