Search result: Course units in Autumn Semester 2019

DAS in Data Science Information
Core Courses
Foundations Courses
NumberTitleTypeECTSHoursLecturers
227-0427-00LSignal Analysis, Models, and Machine LearningW6 credits4GH.‑A. Loeliger
Capstone Project
NumberTitleTypeECTSHoursLecturers
266-0100-00LCapstone Project Restricted registration - show details
Only for DAS in Data Science.
O8 credits17AF. Perez Cruz, O. Verscheure, Professors
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 25.
Preference is given to students in the MSc EEIT.
W3 credits2GM. Magno, L. Benini
Image Analysis & Computer Vision
NumberTitleTypeECTSHoursLecturers
263-5902-00LComputer Vision Information W7 credits3V + 1U + 2AM. Pollefeys, V. Ferrari, L. Van Gool
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.
W6 credits2V + 3UT. Delbrück, G. Indiveri, S.‑C. Liu
Statistics
NumberTitleTypeECTSHoursLecturers
401-0625-01LApplied Analysis of Variance and Experimental Design Information W5 credits2V + 1UL. Meier
401-0649-00LApplied Statistical RegressionW5 credits2V + 1UM. Dettling
401-3612-00LStochastic Simulation
Does not take place this semester.
W5 credits3G
401-3621-00LFundamentals of Mathematical Statistics Information W10 credits4V + 1US. van de Geer
401-3622-00LStatistical Modelling Information W8 credits4GC. Heinze-Deml
401-3628-14LBayesian StatisticsW4 credits2VF. Sigrist
401-4623-00LTime Series Analysis
Does not take place this semester.
W6 credits3GN. Meinshausen
Machine Learning and Artificial Intelligence
NumberTitleTypeECTSHoursLecturers
227-0689-00LSystem IdentificationW4 credits2V + 1UR. Smith
252-0535-00LAdvanced Machine Learning Information W8 credits3V + 2U + 2AJ. M. Buhmann
263-2400-00LReliable and Interpretable Artificial Intelligence Information W5 credits2V + 1U + 1AM. Vechev
263-3210-00LDeep Learning Information W5 credits2V + 1U + 1AT. Hofmann
263-5210-00LProbabilistic Artificial Intelligence Information Restricted registration - show details W5 credits2V + 1U + 1AA. Krause
Big Data Systems
NumberTitleTypeECTSHoursLecturers
252-0834-00LInformation Systems for Engineers Information
Does not take place this semester.
W4 credits2V + 1Uto be announced
263-2800-00LDesign of Parallel and High-Performance Computing Information Restricted registration - show details W8 credits3V + 2U + 2AM. Püschel, T. Ben Nun
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