Search result: Course units in Autumn Semester 2023

Data Science Master Information
Master Studies (Programme Regulations 2023)
Core Courses
Data Analysis
NumberTitleTypeECTSHoursLecturers
252-0535-00LAdvanced Machine Learning Information W10 credits3V + 2U + 4AJ. M. Buhmann
263-5210-00LProbabilistic Artificial Intelligence Information Restricted registration - show details W8 credits3V + 2U + 2AA. Krause
401-4944-20LMathematics of Data ScienceW8 credits4G + 1AA. Bandeira, A. Maillard
Data Management
NumberTitleTypeECTSHoursLecturers
263-3010-00LBig Data Information Restricted registration - show details W10 credits3V + 2U + 4AG. Fourny
263-3845-00LData Management Systems Information
Does not take place this semester.
W8 credits3V + 1U + 3AG. Alonso
263-4500-00LAdvanced Algorithms Information W9 credits3V + 2U + 3AJ. Lengler, B. Häupler, M. Probst
Electives
Subject-Specific Electives
NumberTitleTypeECTSHoursLecturers
261-5130-00LResearch in Data Science Information Restricted registration - show details W6 credits13AProfessors
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, N. Perraudin
263-5005-00LArtificial Intelligence in Education Information
Does not take place this semester.
W3 credits1V + 0.5UM. Sachan
263-5056-00LApplications of Deep Learning on Graphs Information Restricted registration - show details W4 credits2G + 1AM. Kuznetsova, G. Rätsch
263-5300-00LGuarantees for Machine Learning Information Restricted registration - show details W7 credits3V + 1U + 2AF. Yang
263-5902-00LComputer Vision Information W8 credits3V + 1U + 3AM. Pollefeys, S. Tang, F. Yu
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, L. Benini
227-0417-00LInformation Theory IW6 credits4GA. Lapidoth
227-0560-00LComputer Vision and Artificial Intelligence for Autonomous Cars Information Restricted registration - show details
Up until FS2022 offered as Deep Learning for Autonomous Driving
W6 credits3V + 2PC. Sakaridis
227-0689-00LSystem IdentificationW4 credits2V + 1UR. Smith
401-0625-01LApplied Analysis of Variance and Experimental DesignW5 credits2V + 1UL. Meier
401-3054-14LProbabilistic Methods in Combinatorics Information
Does not take place this semester.
W5 credits2V + 1Unot available
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