Suchergebnis: Lerneinheiten im Frühjahrssemester 2019
DAS in Data Science | ||||||
Kernfächer | ||||||
Einführungskurse | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
---|---|---|---|---|---|---|
252-0220-00L | Introduction to Machine Learning Previously called Learning and Intelligent Systems. | W | 8 KP | 4V + 2U + 1A | A. Krause | |
401-3632-00L | Computational Statistics | W | 8 KP | 3V + 1U | M. H. Maathuis | |
Capstone Project | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
266-0100-00L | Capstone Project Only for DAS in Data Science. | O | 8 KP | 17A | F. Perez Cruz, O. Verscheure | |
Vertiefungen | ||||||
Hardware for Machine Learning | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
227-0150-00L | Systems-on-chip for Data Analytics and Machine Learning Previously "Energy-Efficient Parallel Computing Systems for Data Analytics" | W | 6 KP | 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 KP | 2G | M. Magno, L. Benini | |
Image Analysis & Computer Vision | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
227-0391-00L | Medical Image Analysis Basic knowledge of computer vision would be helpful. | W | 3 KP | 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 KP | 2V + 1U | D. Kiper | |
252-0579-00L | 3D Vision | W | 4 KP | 3G | M. Pollefeys, V. Larsson | |
263-3710-00L | Machine Perception Number of participants limited to 150. | W | 5 KP | 2V + 1U + 1A | O. Hilliges | |
Neural Information Processing | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
227-0395-00L | Neural Systems | W | 6 KP | 2V + 1U + 1A | R. Hahnloser, M. F. Yanik, B. Grewe | |
227-0973-00L | Translational Neuromodeling | W | 8 KP | 3V + 2U + 1A | K. Stephan | |
227-1032-00L | Neuromorphic Engineering II Information für UZH Studierende: Die Lerneinheit kann nur an der ETH belegt werden. Die Belegung des Moduls INI405 ist an der UZH nicht möglich. Beachten Sie die Einschreibungstermine an der ETH für UZH Studierende: Link | W | 6 KP | 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 KP | 2V + 1U | D. Kiper | |
Statistics | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
401-0102-00L | Applied Multivariate Statistics | W | 5 KP | 2V + 1U | F. Sigrist | |
401-3622-00L | Regression Findet dieses Semester nicht statt. | W | 8 KP | 4G | keine Angaben | |
401-4632-15L | Causality | W | 4 KP | 2G | C. Heinze-Deml | |
401-6102-00L | Multivariate Statistics | W | 4 KP | 2G | N. Meinshausen | |
401-6624-11L | Applied Time Series | W | 5 KP | 2V + 1U | M. Dettling | |
Machine Learning and Artificial Intelligence | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
252-0526-00L | Statistical Learning Theory | W | 7 KP | 3V + 2U + 1A | J. M. Buhmann | |
252-3005-00L | Natural Language Understanding Number of participants limited to 200. | W | 4 KP | 2V + 1U | M. Ciaramita, T. Hofmann | |
261-5110-00L | Optimization for Data Science | W | 8 KP | 3V + 2U + 2A | B. Gärtner, D. Steurer | |
263-3710-00L | Machine Perception Number of participants limited to 150. | W | 5 KP | 2V + 1U + 1A | O. Hilliges | |
Big Data Systems | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
252-3900-00L | Big Data for Engineers This course is not intended for Computer Science and Data Science students! | W | 6 KP | 2V + 2U + 1A | G. Fourny | |
263-2300-00L | How To Write Fast Numerical Code Number of participants limited to 84. Prerequisite: Master student, solid C programming skills. Takes place the last time in this form. | W | 6 KP | 3V + 2U | M. Püschel | |
263-3501-00L | Future Internet Previously called Advanced Computer Networks | W | 6 KP | 1V + 1U + 3A | A. Singla |