Title

Lecturer

KP

Time

Mathematical Foundations

27334

Functional analysis and partial differential equations

Enno Lenzmann

4 CP

Mon 10:15-12:00
Tue 08:15-10:00

67348

Causal Inference Techniques for Data Science

Giusi Moffa

6 CP

Mon 14:15-16:00
Wed 12:15-14:00

Machine learning Foundations

17165

Machine Learning *

Volker Roth

8 CP

Tue 10:15-12:00
Wed 14:15-16:00
Wed 16:15-18:00

13548

Foundations of Artificial Intelligence

Thomas Keller
Florian Pommerening

8 KP

Mon 16:15-18:00
Wed 14:15-16:00
Wed 16:15-18:00

67348

Causal Inference Techniques for Data Science

Giusi Moffa

6 KP

Mon 14:15-16:00
Wed 12:15-14:00

45366

Machine Intelligence

Marcel Lüthi
Volker Roth

6 CP

Mon 10:15-12:00

67343

Inverse Problems: Computational Aspects and Machine Learning

Marcus J. Grote

3 CP

Mon 16:15-18:00

60876

Mathematical and Computational Biology in Drug Discovery

Jitao David Zhang

2 CP

Fri 12:15-14:00

Systems Foundations

15729

Distributed Information Systems

Heiko Schuldt

4 CP

Wed 10:15-12:00
Wed 12:15-14:00

17164

High Performance Computing

Florina M. Ciorba

4 CP

Thu 10:15-12:00
Thu 12:15-14:00

67923

Continuous Optimization

Aurelien Lucchi

6 CP

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

67924

Privacy-Preserving Methods for Data Science and Distributed Systems

Isabel Wagner

6 CP

Mon 16:15-18:00
Fri 12:15-14:00

15728

Computer Networks

Christian Tschudin

4 CP

Fri 10:15-12:00
Mon 14:15-15:00

Electives in Data Science

67343

Inverse Problems: Computational Aspects and Machine Learning

Marcus J. Grote

3 CP

Mon 16:15-18:00

43075

Shape Modeling and Analysis

Marcel Lüthi

6 CP

Tue 14:15-16:00
Tue 16:15-18:00

54004

Introduction to Arithmetic of Dynamical Systems

Young Kyu Canci

6 CP

Thu 12:15-14:00
Fri 14:15-16:00

53822

Advanced Methods in Medical Image Analysis

Florentin Bieder, Philippe
Claude Cattin, Julia Wolleb

6 KP

Mon 13:15-16:00

60876

Mathematical and Computational Biology in Drug Discovery

Jitao David Zhang

2 CP

Fri 12:15-14:00