Vorlesungen Data Science


Frühjahrsemester 2023 

 

Titel

Dozierende               

KP

Zeit

Mathematical Foundations

27334

Funktionalanalysis und partielle Differentialgleichungen

Enno Lenzmann

4 KP

Mo 10:15-12:00
Di 08:15-10:00

67348

Causal Inference Techniques for Data Science

Giusi Moffa

6 KP

Mo 14:15-16:00
Mi 12:15-14:00

     

Machine learning Foundations

17165

Machine Learning *

Volker Roth                               

8 KP

Di 10:15-12:00
Mi 14:15-16:00
Mi 16:15-18:00

13548

Foundations of Artificial Intelligence

Thomas Keller         
 Florian Pommerening

8 KP

Mo 16:15-18:00
Mi 14:15-16:00
Mi 16:15-18:00

67348

Causal Inference Techniques for Data Science

Giusi Moffa

6 KP

Mo 14:15-16:00
Mi 12:15-14:00

45366

Machine Intelligence

Marcel Lüthi              
Volker Roth

6 KP

Mo 10:15-12:00

67343

Inverse Problems: Computational Aspects and Machine Learning

Marcus J. Grote

3 KP

Mo 16:15-18:00

60876

Mathematical and Computational Biology in Drug Discovery

Jitao David Zhang

2 KP

Fr 12:15-14:00

     

Systems Foundations

15729

Distributed Information Systems

Heiko Schuldt

4 KP

Mi 10:15-12:00 
Mi 12:15-14:00

17164

High Performance Computing

Florina M. Ciorba

4 KP

Do 10:15-12:00
Do 12:15-14:00

67923

Continuous Optimization

Aurelien Lucchi

6 KP

Do 16:15-18:00
Mo 16:15-18:00

67924

Privacy-Preserving Methods for Data Science and Distributed Systems 

Isabel Wagner

6 KP

Mo 16:15-18:00
Fr 12:15-14:00

15728

Computer Networks

Christian Tschudin

4 KP

Fr 10:15-12:00 
Mo 14:15-15:00

     

Electives in Data Science

 

  

67343

Inverse Problems: Computational Aspects and Machine Learning

Marcus J. Grote

3 KP

Mo 16:15-18:00

43075

Shape Modelling and Analysis

Marcel Lüthi

6 KP

Di 14:15-16:00
Di 16:15-18:00

54004

Introduction to Arithmetic of Dynamical Systems 

Jung Kyu Canci 

6 KP

Do 12:15-14:00 
Fr 14:15-16:00

53822

Advanced Methods in Medical Image Analysis

Florentin Bieder, Philippe
Claude Cattin, Julia Wolleb   

6 KP

Mo 13:15-16:00

60876

Mathematical and Computational Biology in Drug Discovery

Jitao David Zhang

2 KP

Fr 12:15-14:00

 
* Diese Vorlesungen sind für alle Data Science Studenten Pflicht. Die übrigen Vorlesungen in den einzelnen Modulen können anhand der vorgegebenen Empfehlungsliste frei gewählt werden.