Data Science Master  |
 Kernfächer |
| Datenanalyse |
| Information and Learning |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 227-0434-10L | Mathematics of Information | W | 8 KP | 3V + 2U + 2A | H. Bölcskei |
|
| Statistics |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 401-3632-00L | Computational Statistics | W | 8 KP | 3V + 1U | M. H. Maathuis |
|
| Datenmanagement und Datenverarbeitung |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 261-5110-00L | Optimization for Data Science | W | 8 KP | 3V + 2U + 2A | B. Gärtner,
D. Steurer |
|
| Wählbare Kernfächer |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 151-0566-00L | Recursive Estimation | W | 4 KP | 2V + 1U | R. D'Andrea |
| 227-0150-00L | Systems-on-chip for Data Analytics and Machine Learning Previously "Energy-Efficient Parallel Computing Systems for Data Analytics" | W | 6 KP | 4G | L. Benini |
| 227-0420-00L | Information Theory II | W | 6 KP | 2V + 2U | A. Lapidoth,
S. M. Moser |
| 227-0558-00L | Principles of Distributed Computing | W | 6 KP | 2V + 2U + 1A | R. Wattenhofer,
M. Ghaffari |
| 252-0211-00L | Information Security | W | 8 KP | 4V + 3U | D. Basin,
S. Capkun,
E. Mohammadi |
| 252-0526-00L | Statistical Learning Theory | W | 7 KP | 3V + 2U + 1A | J. M. Buhmann |
| 252-0538-00L | Shape Modeling and Geometry Processing | W | 5 KP | 2V + 1U + 1A | O. Sorkine Hornung |
| 252-0579-00L | 3D Vision | W | 4 KP | 3G | M. Pollefeys,
V. Larsson |
| 252-3005-00L | Natural Language Understanding  Number of participants limited to 200. | W | 4 KP | 2V + 1U | M. Ciaramita,
T. Hofmann |
| 261-5130-00L | Research in Data Science Only for Data Science MSc. | W | 6 KP | 13A | Professor/innen |
| 263-0008-00L | Computational Intelligence Lab Only for master students, otherwise a special permission by the study administration of D-INFK is required. | W | 8 KP | 2V + 2U + 3A | T. Hofmann |
| 263-2300-00L | How To Write Fast Numerical Code Number of participants limited to 84.
Prerequisite: Master student, solid C programming skills.
Takes place the last time in this form. | W | 6 KP | 3V + 2U | M. Püschel |
| 263-2925-00L | Program Analysis for System Security and Reliability | W | 5 KP | 2V + 1U + 1A | M. Vechev |
| 263-3710-00L | Machine Perception Number of participants limited to 150. | W | 5 KP | 2V + 1U + 1A | O. Hilliges |
| 263-3826-00L | Data Stream Processing and Analytics | W | 6 KP | 2V + 2U + 1A | V. Kalavri |
| 263-4506-00L | Massively Parallel Algorithms | W | 6 KP | 2V + 1U + 2A | M. Ghaffari |
| 263-5215-00L | Fairness, Explainability, and Accountability for Machine Learning Number of participants limited to 40.
The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the course, will officially fail the course. | W | 4 KP | 1V + 2P | H. Heidari |
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