Lectures Data Science
Spring semester 2023
Title | Lecturer | KP | Time | |
Mathematical Foundations | ||||
27334 | Functional analysis and partial differential equations | Enno Lenzmann | 4 CP | Mon 10:15-12:00 |
67348 | Causal Inference Techniques for Data Science | Giusi Moffa | 6 CP | Mon 14:15-16:00 |
Machine learning Foundations | ||||
17165 | Machine Learning * | Volker Roth | 8 CP | Tue 10:15-12:00 |
13548 | Foundations of Artificial Intelligence | Thomas Keller | 8 KP | Mon 16:15-18:00 |
67348 | Causal Inference Techniques for Data Science | Giusi Moffa | 6 KP | Mon 14:15-16:00 |
45366 | Machine Intelligence | Marcel Lüthi | 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 |
17164 | High Performance Computing | Florina M. Ciorba | 4 CP | Thu 10:15-12:00 |
67923 | Continuous Optimization | Aurelien Lucchi | 6 CP | Thu 16:15-18:00 |
67924 | Privacy-Preserving Methods for Data Science and Distributed Systems | Isabel Wagner | 6 CP | Mon 16:15-18:00 |
15728 | Computer Networks | Christian Tschudin | 4 CP | Fri 10:15-12:00 |
Electives in Data Science |
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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 |
54004 | Introduction to Arithmetic of Dynamical Systems | Young Kyu Canci | 6 CP | Thu 12:15-14:00 |
53822 | Advanced Methods in Medical Image Analysis | Florentin Bieder, Philippe | 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 |
* These lectures are mandatory for all Data Science students. The remaining lectures in each module can be freely chosen based on the given recommendation list.