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 | N. Meinshausen |
|
| Datenmanagement und Datenverarbeitung |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 261-5110-00L | Optimization for Data Science | W | 10 KP | 3V + 2U + 4A | B. Gärtner,
N. He |
|
| 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 |
| 227-0155-00L | Machine Learning on Microcontrollers  Number of participants limited to 45.
Registration in this class requires the permission of the instructors. | W | 6 KP | 3G | M. Magno,
L. Benini |
| 227-0420-00L | Information Theory II Findet dieses Semester nicht statt. | W | 6 KP | 4G | A. Lapidoth |
| 227-0424-00L | Model- and Learning-Based Inverse Problems in Imaging | W | 4 KP | 2V + 1P | V. Vishnevskiy |
| 227-0427-10L | Advanced Signal Analysis, Modeling, and Machine Learning | W | 6 KP | 4G | H.‑A. Loeliger |
| 227-0432-00L | Learning, Classification and Compression | W | 4 KP | 2V + 1U | E. Riegler |
| 227-0558-00L | Principles of Distributed Computing | W | 7 KP | 2V + 2U + 2A | R. Wattenhofer,
M. Dory,
G. Zuzic |
| 227-0560-00L | Deep Learning for Autonomous Driving Number of participants limited to 80. | W | 6 KP | 3V + 2P | D. Dai,
A. Liniger |
| 252-0211-00L | Information Security | W | 8 KP | 4V + 3U | D. Hofheinz,
S. Krstic,
K. Paterson,
J. L. Toro Pozo |
| 252-0526-00L | Statistical Learning Theory Findet dieses Semester nicht statt. | W | 8 KP | 3V + 2U + 2A | J. M. Buhmann |
| 252-0538-00L | Shape Modeling and Geometry Processing | W | 8 KP | 2V + 1U + 4A | O. Sorkine Hornung |
| 252-0579-00L | 3D Vision | W | 5 KP | 3G + 1A | M. Pollefeys,
D. B. Baráth |
| 261-5130-00L | Research in Data Science Only for Data Science MSc. | W | 6 KP | 13A | Professor/innen |
| 263-0007-00L | Advanced Systems Lab Only for master students, otherwise a special permission by the study administration of D-INFK is required. | W | 8 KP | 3V + 2U + 2A | M. Püschel,
C. Zhang |
| 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 | G. Rätsch |
| 263-2925-00L | Program Analysis for System Security and Reliability | W | 7 KP | 2V + 1U + 3A | M. Vechev |
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