Autumn Semester 2020 takes place in a mixed form of online and classroom teaching.
Please read the published information on the individual courses carefully.

Search result: Course units in Spring Semester 2019

DAS in Data Science Information
Core Courses
Foundations Courses
NumberTitleTypeECTSHoursLecturers
252-0220-00LIntroduction to Machine Learning Information Restricted registration - show details
Previously called Learning and Intelligent Systems.
W8 credits4V + 2U + 1AA. Krause
401-3632-00LComputational StatisticsW8 credits3V + 1UM. H. Maathuis
Capstone Project
NumberTitleTypeECTSHoursLecturers
266-0100-00LCapstone Project Restricted registration - show details
Only for DAS in Data Science.
O8 credits17AF. Perez Cruz, O. Verscheure
Specialisation Track
Hardware for Machine Learning
NumberTitleTypeECTSHoursLecturers
227-0150-00LSystems-on-chip for Data Analytics and Machine Learning Information
Previously "Energy-Efficient Parallel Computing Systems for Data Analytics"
W6 credits4GL. Benini
227-0155-00LMachine Learning on Microcontrollers Restricted registration - show details
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.
W3 credits2GM. Magno, L. Benini
Image Analysis & Computer Vision
NumberTitleTypeECTSHoursLecturers
227-0391-00LMedical Image Analysis
Basic knowledge of computer vision would be helpful.
W3 credits2GE. Konukoglu, M. A. Reyes Aguirre, C. Tanner
227-1034-00LComputational Vision (University of Zurich) Information
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
W6 credits2V + 1UD. Kiper
252-0579-00L3D Vision Information W4 credits3GM. Pollefeys, V. Larsson
263-3710-00LMachine Perception Information Restricted registration - show details
Number of participants limited to 150.
W5 credits2V + 1U + 1AO. Hilliges
Neural Information Processing
NumberTitleTypeECTSHoursLecturers
227-0395-00LNeural SystemsW6 credits2V + 1U + 1AR. Hahnloser, M. F. Yanik, B. Grewe
227-0973-00LTranslational Neuromodeling Information W8 credits3V + 2U + 1AK. Stephan
227-1032-00LNeuromorphic Engineering II Information
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
W6 credits5GT. Delbrück, G. Indiveri, S.‑C. Liu
227-1034-00LComputational Vision (University of Zurich) Information
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
W6 credits2V + 1UD. Kiper
Statistics
NumberTitleTypeECTSHoursLecturers
401-0102-00LApplied Multivariate StatisticsW5 credits2V + 1UF. Sigrist
401-3622-00LRegression
Does not take place this semester.
W8 credits4Gnot available
401-4632-15LCausality Information W4 credits2GC. Heinze-Deml
401-6102-00LMultivariate StatisticsW4 credits2GN. Meinshausen
401-6624-11LApplied Time SeriesW5 credits2V + 1UM. Dettling
Machine Learning and Artificial Intelligence
NumberTitleTypeECTSHoursLecturers
252-0526-00LStatistical Learning Theory Information W7 credits3V + 2U + 1AJ. M. Buhmann
252-3005-00LNatural Language Understanding Information Restricted registration - show details
Number of participants limited to 200.
W4 credits2V + 1UM. Ciaramita, T. Hofmann
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