Search result: Course units in Spring Semester 2019
DAS in Data Science  | ||||||
 Core Courses | ||||||
| Foundations Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|---|
| 252-0220-00L | Introduction to Machine Learning  Previously called Learning and Intelligent Systems. | 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 | |
| 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 25. Preference is given to students in the MSc EEIT. | W | 3 credits | 2G | 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, C. Tanner | |
| 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 | 4 credits | 3G | M. Pollefeys, V. Larsson | |
| 263-3710-00L | Machine Perception Number of participants limited to 150. | 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 | T. Delbrück, G. Indiveri, S.‑C. Liu | |
| 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 | |
| 401-3622-00L | Regression Does not take place this semester. | W | 8 credits | 4G | not available | |
| 401-4632-15L | Causality | W | 4 credits | 2G | C. Heinze-Deml | |
| 401-6102-00L | Multivariate Statistics | W | 4 credits | 2G | N. Meinshausen | |
| 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 | |
| 252-3005-00L | Natural Language Understanding Number of participants limited to 200. | W | 4 credits | 2V + 1U | M. Ciaramita, T. Hofmann | |
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