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Course units in Spring Semester 2024
Data Science Master  |
 Master Studies (Programme Regulations 2017) |
| Core Courses |
| Core Electives |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 151-0566-00L | Recursive Estimation | W | 4 credits | 2V + 1U | R. D'Andrea |
| 227-0150-00L | Systems-on-Chip for Data Analytics and Machine Learning | W | 6 credits | 4G | L. Benini |
| 227-0155-00L | Machine Learning on Microcontrollers  Registration in this class requires the permission of the instructors. | W | 6 credits | 4G | M. Magno,
L. Benini |
| 227-0420-00L | Information Theory II Does not take place this semester. | W | 6 credits | 4G | A. Lapidoth |
| 227-0424-00L | Model- and Learning-Based Inverse Problems in Imaging | W | 4 credits | 2V + 1P | V. Vishnevskiy |
| 227-0427-10L | Model-Based Estimation and Signal Analysis | W | 6 credits | 4G | H.‑A. Loeliger |
| 227-0432-00L | Learning, Classification and Compression | W | 4 credits | 2V + 1U | E. Riegler |
| 227-0558-00L | Principles of Distributed Computing | W | 7 credits | 2V + 2U + 2A | R. Wattenhofer |
| 227-0690-11L | Large-Scale Convex Optimization | W | 4 credits | 2V + 1U | M. Mühlebach |
| 252-0211-00L | Information Security | W | 8 credits | 4V + 3U | D. Basin,
D. Hofheinz |
| 252-0526-00L | Statistical Learning Theory Takes place for the last time! | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann |
| 252-0538-00L | Shape Modeling and Geometry Processing | W | 8 credits | 2V + 1U + 4A | O. Sorkine Hornung |
| 252-0579-00L | 3D Vision | W | 5 credits | 3G + 1A | M. Pollefeys,
D. B. Baráth |
| 261-5130-00L | Research in Data Science | W | 6 credits | 13A | Professors |
| 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 credits | 3V + 2U + 2A | M. Püschel |
| 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 credits | 2V + 2U + 3A | V. Boeva,
T. Hofmann |
| 263-3710-00L | Machine Perception | W | 8 credits | 3V + 2U + 2A | J. Song,
X. Chen,
S. Coros,
O. Hilliges,
M. Kaufmann |
| 263-3855-00L | Cloud Computing Architecture | W | 9 credits | 3V + 2U + 3A | A. Klimovic |
| 263-4400-00L | Advanced Graph Algorithms and Optimization | W | 10 credits | 3V + 3U + 3A | R. Kyng,
M. Probst |
| 263-4508-00L | Algorithmic Foundations of Data Science | W | 10 credits | 3V + 2U + 4A | D. Steurer |
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