Search result: Course units in Autumn Semester 2020

DAS in Data Science Information
Core Courses
Foundations Courses
NumberTitleTypeECTSHoursLecturers
227-0427-00LSignal Analysis, Models, and Machine Learning
Does not take place this semester.
This course has been replaced by "Introduction to Estimation and Machine Learning" (autumn semester) and "Advanced Signal Analysis, Modeling, and Machine Learning" (spring semester).
W6 credits4GH.‑A. Loeliger
227-0105-00LIntroduction to Estimation and Machine Learning Restricted registration - show details W6 credits4GH.‑A. Loeliger
Capstone Project
NumberTitleTypeECTSHoursLecturers
266-0100-00LCapstone Project Information Restricted registration - show details
Only for DAS in Data Science.
O8 credits17AF. Perez Cruz, O. Verscheure, T. Hofmann
Specialisation Track
Hardware for Machine Learning
Offered in the spring semester.
NumberTitleTypeECTSHoursLecturers
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 16.
Preference is given to students in the MSc EEIT.
W6 credits3GM. Magno, L. Benini
Image Analysis & Computer Vision
NumberTitleTypeECTSHoursLecturers
263-5902-00LComputer Vision Information W8 credits3V + 1U + 3AM. Pollefeys, S. Tang, V. Ferrari
Neural Information Processing
NumberTitleTypeECTSHoursLecturers
227-0421-00LLearning in Deep Artificial and Biological Neuronal NetworksW4 credits3GB. Grewe
227-1033-00LNeuromorphic Engineering I Information Restricted registration - show details
Registration in this class requires the permission of the instructors. Class size will be limited to available lab spots.
Preference is given to students that require this class as part of their major.

Information for UZH students:
Enrolment to this course unit only possible at ETH. No enrolment to module INI404 at UZH.
Please mind the ETH enrolment deadlines for UZH students: Link
W6 credits2V + 3UT. Delbrück, G. Indiveri, S.‑C. Liu
Statistics
NumberTitleTypeECTSHoursLecturers
401-0625-01LApplied Analysis of Variance and Experimental DesignW5 credits2V + 1UL. Meier
401-0649-00LApplied Statistical RegressionW5 credits2V + 1UM. Dettling
401-3612-00LStochastic SimulationW5 credits3GF. Sigrist
401-3621-00LFundamentals of Mathematical Statistics Information W10 credits4V + 1US. van de Geer
401-3622-00LStatistical Modelling Information W8 credits4GP. L. Bühlmann, M. Mächler
401-3628-14LBayesian Statistics
Does not take place this semester.
W4 credits2V
401-4623-00LTime Series AnalysisW6 credits3GF. Balabdaoui
Machine Learning and Artificial Intelligence
NumberTitleTypeECTSHoursLecturers
227-0689-00LSystem Identification Information W4 credits2V + 1UR. Smith
252-0535-00LAdvanced Machine Learning Information W10 credits3V + 2U + 4AJ. M. Buhmann, C. Cotrini Jimenez
263-2400-00LReliable and Interpretable Artificial Intelligence Information W6 credits2V + 2U + 1AM. Vechev
263-3210-00LDeep Learning Information Restricted registration - show details W8 credits3V + 2U + 2AT. Hofmann
263-5210-00LProbabilistic Artificial Intelligence Information Restricted registration - show details W8 credits3V + 2U + 2AA. Krause
252-3005-00LNatural Language Processing Information Restricted registration - show details
Number of participants limited to 200.
W5 credits2V + 1U + 1AR. Cotterell
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