Search result: Course units in Spring Semester 2020
DAS in Data Science  | ||||||
 Core Courses | ||||||
| Foundations Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|---|
| 252-0220-00L | Introduction to Machine Learning  Limited number of participants. Preference is given to students in programmes in which the course is being offered. All other students will be waitlisted. Please do not contact Prof. Krause for any questions in this regard. If necessary, please contact studiensekretariat@inf.ethz.ch | W | 8 credits | 4V + 2U + 1A | A. Krause | |
| 401-3632-00L | Computational Statistics | W | 8 credits | 3V + 1U | M. H. Maathuis | |
| Capstone Project | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 266-0100-00L | Capstone Project Only for DAS in Data Science. | O | 8 credits | 17A | F. Perez Cruz, O. Verscheure, T. Hofmann | |
| Specialisation Track | ||||||
| Hardware for Machine Learning | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 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 | |
| Image Analysis & Computer Vision | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 227-0391-00L | Medical Image Analysis Basic knowledge of computer vision would be helpful. | W | 3 credits | 2G | E. Konukoglu, M. A. Reyes Aguirre | |
| 227-1034-00L | Computational Vision (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH. UZH Module Code: INI402 Mind the enrolment deadlines at UZH: https://www.uzh.ch/cmsssl/en/studies/application/mobilitaet.html | W | 6 credits | 2V + 1U | D. Kiper | |
| 252-0579-00L | 3D Vision | W | 5 credits | 3G + 1A | M. Pollefeys, V. Larsson | |
| 263-3710-00L | Machine Perception Number of participants limited to 200. | W | 5 credits | 2V + 1U + 1A | O. Hilliges | |
| Neural Information Processing | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 227-0395-00L | Neural Systems | W | 6 credits | 2V + 1U + 1A | R. Hahnloser, M. F. Yanik, B. Grewe | |
| 227-0973-00L | Translational Neuromodeling | W | 8 credits | 3V + 2U + 1A | K. Stephan | |
| 227-1032-00L | Neuromorphic Engineering II Information for UZH students: Enrolment to this course unit only possible at ETH. No enrolment to module INI405 at UZH. Please mind the ETH enrolment deadlines for UZH students: Link | W | 6 credits | 5G | S.‑C. Liu, T. Delbrück, G. Indiveri | |
| 227-1034-00L | Computational Vision (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH. UZH Module Code: INI402 Mind the enrolment deadlines at UZH: https://www.uzh.ch/cmsssl/en/studies/application/mobilitaet.html | W | 6 credits | 2V + 1U | D. Kiper | |
| Statistics | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 401-0102-00L | Applied Multivariate Statistics | W | 5 credits | 2V + 1U | F. Sigrist | |
| 401-4632-15L | Causality | W | 4 credits | 2G | C. Heinze-Deml | |
| 401-6102-00L | Multivariate Statistics Does not take place this semester. | W | 4 credits | 2G | not available | |
| 401-6624-11L | Applied Time Series | W | 5 credits | 2V + 1U | M. Dettling | |
| Machine Learning and Artificial Intelligence | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0526-00L | Statistical Learning Theory | W | 7 credits | 3V + 2U + 1A | J. M. Buhmann, C. Cotrini Jimenez | |
| 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 | |
| 261-5110-00L | Optimization for Data Science | W | 8 credits | 3V + 2U + 2A | B. Gärtner, D. Steurer | |
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