Search result: Course units in Spring Semester 2020
Data Science Master  | ||||||
 Core Courses | ||||||
| Data Analysis | ||||||
| Information and Learning | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|---|
| 227-0434-10L | Mathematics of Information | W | 8 credits | 3V + 2U + 2A | H. Bölcskei | |
| Statistics | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 401-3632-00L | Computational Statistics | W | 8 credits | 3V + 1U | M. H. Maathuis | |
| Data Management | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 261-5110-00L | Optimization for Data Science | W | 8 credits | 3V + 2U + 2A | B. Gärtner, D. Steurer | |
| 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 Previously "Energy-Efficient Parallel Computing Systems for Data Analytics" | W | 6 credits | 4G | L. Benini | |
| 227-0155-00L | Machine Learning on Microcontrollers  Registration in this class requires the permission of the instructors. Class size will be limited to 30. Preference is given to students in the MSc EEIT. | W | 6 credits | 3G + 2A | M. Magno, L. Benini | |
| 227-0224-00L | Stochastic Systems | W | 4 credits | 2V + 1U | F. Herzog | |
| 227-0420-00L | Information Theory II Does not take place this semester. | W | 6 credits | 2V + 2U | A. Lapidoth | |
| 227-0558-00L | Principles of Distributed Computing | W | 7 credits | 2V + 2U + 2A | R. Wattenhofer, M. Ghaffari | |
| 227-0560-00L | Deep Learning for Autonomous Driving Registration in this class requires the permission of the instructors. Class size will be limited to 80 students. Preference is given to EEIT, INF and RSC students. | W | 6 credits | 3V + 2P | D. Dai, A. Liniger | |
| 252-0211-00L | Information Security | W | 8 credits | 4V + 3U | D. Basin, S. Capkun, R. Sasse | |
| 252-0526-00L | Statistical Learning Theory | W | 7 credits | 3V + 2U + 1A | J. M. Buhmann, C. Cotrini Jimenez | |
| 252-0538-00L | Shape Modeling and Geometry Processing | W | 6 credits | 2V + 1U + 2A | O. Sorkine Hornung | |
| 252-0579-00L | 3D Vision | W | 5 credits | 3G + 1A | M. Pollefeys, V. Larsson | |
| 252-3005-00L | Natural Language Understanding Does not take place this semester. Takes place in HS20. | W | 5 credits | 2V + 1U + 1A | to be announced | |
| 261-5130-00L | Research in Data Science Only for Data Science MSc. | 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, 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 credits | 2V + 2U + 3A | T. Hofmann | |
| 263-2925-00L | Program Analysis for System Security and Reliability | W | 6 credits | 2V + 1U + 2A | P. Tsankov | |
| 263-3710-00L | Machine Perception Number of participants limited to 200. | W | 5 credits | 2V + 1U + 1A | O. Hilliges | |
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