Search result: Course units in Spring Semester 2025
DAS in Data Science  | ||||||
 Core Courses | ||||||
| Foundations Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|---|
| 252-0220-00L | Introduction to Machine Learning  Preference is given to students in programmes in which the course is being offered. All other students will be waitlisted. Please do not contact the lecturers for any questions in this regard. If necessary, please contact studiensekretariat@inf.ethz.ch | W | 8 credits | 4V + 2U + 1A | A. Krause, F. Yang | |
| 401-3632-00L | Computational Statistics | W | 8 credits | 3V + 2U | J. B. H. Koh | |
| Capstone Project | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 266-0100-00L | Capstone Project | O | 8 credits | 17A | Supervisors | |
| Specialisation Track | ||||||
| Hardware for Machine Learning | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 227-0150-00L | Systems-on-Chip for Data Analytics and Machine Learning | W | 6 credits | 4G | L. Benini, F. K. Gürkaynak | |
| 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 | |
| 263-3855-00L | Cloud Computing Architecture | W | 9 credits | 3V + 2U + 3A | A. Klimovic | |
| 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, E. Erdil, M. A. Reyes Aguirre | |
| 252-0579-00L | 3D Vision | W | 5 credits | 3G + 1A | M. Pollefeys, D. B. Baráth | |
| 263-3710-00L | Machine Perception | W | 8 credits | 3V + 2U + 2A | M. Kaufmann, O. Hilliges, X. Wang | |
| Neural Information Processing | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 227-0395-00L | Neural Systems | W | 6 credits | 2V + 1U + 1A | B. Grewe, M. F. Yanik | |
| 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, M. Payvand | |
| Statistics | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 401-0102-00L | Applied Multivariate Statistics | W | 5 credits | 2V + 1U | F. Sigrist | |
| 401-6624-11L | Applied Time Series | W | 5 credits | 2V + 1U | M. Dettling | |
| Machine Learning and Artificial Intelligence | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 227-0427-10L | Model-Based Estimation and Signal Analysis | W | 6 credits | 4G | H.‑A. Loeliger | |
| 261-5110-00L | Optimization for Data Science Does not take place this semester. Will be offered again in AS 2025 | W | 10 credits | 3V + 2U + 4A | N. He | |
| 263-3710-00L | Machine Perception | W | 8 credits | 3V + 2U + 2A | M. Kaufmann, O. Hilliges, X. Wang | |
| 263-5354-00L | Large Language Models | W | 8 credits | 3V + 2U + 2A | R. Cotterell, M. Sachan, F. Tramèr | |
| Big Data Systems | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-3900-00L | Big Data for Engineers This course is not intended for Computer Science and Data Science MSc students! | W | 6 credits | 2V + 2U + 1A | G. Fourny | |
| 263-3855-00L | Cloud Computing Architecture | W | 9 credits | 3V + 2U + 3A | A. Klimovic | |
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