Search result: Course units in Autumn Semester 2024

DAS in Data Science Information
Core Courses
Foundations Courses
NumberTitleTypeECTSHoursLecturers
227-0105-00LIntroduction to Estimation and Machine Learning Information Restricted registration - show details W6 credits4GH.‑A. Loeliger
Capstone Project
NumberTitleTypeECTSHoursLecturers
266-0100-00LCapstone Project Information Restricted registration - show details O8 credits17ASupervisors
Specialisation Track
Hardware for Machine Learning
NumberTitleTypeECTSHoursLecturers
227-0155-00LMachine Learning on Microcontrollers Restricted registration - show details
Registration in this class requires the permission of the instructors.
Preference is given to students in the MSc EEIT.
W6 credits4GM. Magno
Image Analysis & Computer Vision
NumberTitleTypeECTSHoursLecturers
263-5902-00LComputer Vision Information W8 credits3V + 1U + 3AM. Pollefeys, S. Tang
Neural Information Processing
NumberTitleTypeECTSHoursLecturers
227-0421-00LLearning in Deep Artificial and Biological Neuronal NetworksW4 credits3GB. Grewe
227-1033-00LNeuromorphic Engineering I 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, M. Payvand
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 credits2V + 1UF. Sigrist
401-3621-00LFundamentals of Mathematical Statistics Information W9 credits4V + 1UJ. Ziegel
401-3622-00LStatistical ModellingW7 credits4GM. Kalisch
401-3628-14LBayesian Statistics
Does not take place this semester.
W4 credits2V
401-4623-00LTime Series AnalysisW4 credits2GF. Balabdaoui
401-4632-15LCausalityW5 credits3GJ. Peters
Machine Learning and Artificial Intelligence
NumberTitleTypeECTSHoursLecturers
227-0689-00LSystem IdentificationW4 credits2V + 1UR. Smith
252-0535-00LAdvanced Machine Learning Information W10 credits3V + 2U + 4AJ. M. Buhmann, C. Cotrini Jimenez
252-3005-00LNatural Language Processing Information Restricted registration - show details W7 credits3V + 3U + 1AR. Cotterell
263-2400-00LReliable and Trustworthy 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
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