Search result: Course units in Spring Semester 2021
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. Mächler | |
| Data Management | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 261-5110-00L | Optimization for Data Science | W | 10 credits | 3V + 2U + 4A | B. Gärtner, D. Steurer, N. He | |
| 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  Number of participants limited to 40. Registration in this class requires the permission of the instructors. | W | 6 credits | 3G | M. Magno, L. Benini | |
| 227-0224-00L | Stochastic Systems Does not take place this semester. | W | 4 credits | 2V + 1U | to be announced | |
| 227-0420-00L | Information Theory II | W | 6 credits | 4G | A. Lapidoth, S. M. Moser | |
| 227-0424-00L | Model- and Learning-Based Inverse Problems in Imaging | W | 4 credits | 2V + 1P | V. Vishnevskiy | |
| 227-0427-10L | Advanced Signal Analysis, Modeling, and Machine Learning | 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, 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. Please send an email to Dengxin Dai <dai@vision.ee.ethz.ch> about your courses/projects that are related to machine learning, computer vision, and Robotics. | W | 6 credits | 3V + 2P | D. Dai, A. Liniger | |
| 252-0211-00L | Information Security | W | 8 credits | 4V + 3U | D. Basin, S. Capkun | |
| 252-0526-00L | Statistical Learning Theory | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann, C. Cotrini Jimenez | |
| 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, V. Larsson | |
| 252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 5 credits | 2V + 1U + 1A | R. Cotterell | |
| 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 | |
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