DAS in Data Science  |
 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 IIInformation 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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