Search result: Course units in Spring Semester 2021

Data Science Master Information
Core Courses
Data Analysis
Information and Learning
NumberTitleTypeECTSHoursLecturers
227-0434-10LMathematics of Information Information W8 credits3V + 2U + 2AH. Bölcskei
Statistics
NumberTitleTypeECTSHoursLecturers
401-3632-00LComputational StatisticsW8 credits3V + 1UM. Mächler
Data Management
NumberTitleTypeECTSHoursLecturers
261-5110-00LOptimization for Data Science Information W10 credits3V + 2U + 4AB. Gärtner, D. Steurer, N. He
Core Electives
NumberTitleTypeECTSHoursLecturers
151-0566-00LRecursive Estimation Information W4 credits2V + 1UR. D'Andrea
227-0150-00LSystems-on-Chip for Data Analytics and Machine Learning
Previously "Energy-Efficient Parallel Computing Systems for Data Analytics"
W6 credits4GL. Benini
227-0155-00LMachine Learning on Microcontrollers Restricted registration - show details
Number of participants limited to 40.
Registration in this class requires the permission of the instructors.
W6 credits3GM. Magno, L. Benini
227-0224-00LStochastic Systems
Does not take place this semester.
W4 credits2V + 1Uto be announced
227-0420-00LInformation Theory II Information W6 credits4GA. Lapidoth, S. M. Moser
227-0424-00LModel- and Learning-Based Inverse Problems in ImagingW4 credits2V + 1PV. Vishnevskiy
227-0427-10LAdvanced Signal Analysis, Modeling, and Machine Learning Information W6 credits4GH.‑A. Loeliger
227-0432-00LLearning, Classification and Compression Information W4 credits2V + 1UE. Riegler
227-0558-00LPrinciples of Distributed Computing Information W7 credits2V + 2U + 2AR. Wattenhofer, M. Ghaffari
227-0560-00LDeep Learning for Autonomous Driving Information Restricted registration - show details
Registration in this class requires the permission of the instructors.
Class size will be limited to 80 students.
Please send an email to Dengxin Dai <dai@vision.ee.ethz.ch> about your courses/projects that are related to machine learning, computer vision, and Robotics.
W6 credits3V + 2PD. Dai, A. Liniger
252-0211-00LInformation Security Information W8 credits4V + 3UD. Basin, S. Capkun
252-0526-00LStatistical Learning Theory Information W8 credits3V + 2U + 2AJ. M. Buhmann, C. Cotrini Jimenez
252-0538-00LShape Modeling and Geometry Processing Information W8 credits2V + 1U + 4AO. Sorkine Hornung
252-0579-00L3D Vision Information W5 credits3G + 1AM. Pollefeys, V. Larsson
252-3005-00LNatural Language Processing Information Restricted registration - show details
Number of participants limited to 400.
W5 credits2V + 1U + 1AR. Cotterell
261-5130-00LResearch in Data Science Restricted registration - show details
Only for Data Science MSc.
W6 credits13AProfessors
263-0007-00LAdvanced Systems Lab Information Restricted registration - show details
Only for master students, otherwise a special permission by the study administration of D-INFK is required.
W8 credits3V + 2U + 2AM. Püschel, C. Zhang
263-0008-00LComputational Intelligence Lab Information
Only for master students, otherwise a special permission by the study administration of D-INFK is required.
W8 credits2V + 2U + 3AT. Hofmann
263-2925-00LProgram Analysis for System Security and Reliability Information W7 credits2V + 1U + 3AM. Vechev
263-3710-00LMachine Perception Information Restricted registration - show details
Number of participants limited to 200.
W8 credits3V + 2U + 2AO. Hilliges, S. Tang
263-3855-00LCloud Computing Architecture Information W9 credits3V + 2U + 3AG. Alonso, A. Klimovic
263-4400-00LAdvanced Graph Algorithms and Optimization Information W8 credits3V + 1U + 3AR. Kyng, M. Probst
263-5000-00LComputational Semantics for Natural Language Processing Information Restricted registration - show details
Limited number of participants: 80. Last cancellation/deregistration date for this graded semester performance: Friday, 26 March 2021! Please note that after that date no deregistration will be accepted and the course will be considered as "fail".
W6 credits2V + 1U + 2AM. Sachan
263-5300-00LGuarantees for Machine Learning Information Restricted registration - show details
Number of participants limited to 30.

Last cancellation/deregistration date for this graded semester performance: 17 March 2021! Please note that after that date no deregistration will be accepted and a "no show" will appear on your transcript.
W7 credits3G + 3AF. Yang
401-0674-00LNumerical Methods for Partial Differential Equations
Not meant for BSc/MSc students of mathematics.
W10 credits2G + 2U + 2P + 4AR. Hiptmair
401-3052-10LGraph Theory Information W10 credits4V + 1UB. Sudakov
401-3602-00LApplied Stochastic Processes Information W8 credits3V + 1UV. Tassion
401-4632-15LCausality Information W4 credits2GC. Heinze-Deml
401-4656-21LDeep Learning in Scientific Computing Restricted registration - show details
Aimed at students in a Master's Programme in Mathematics, Engineering and Physics.
W6 credits2V + 1US. Mishra
401-4944-20LMathematics of Data Science
Does not take place this semester.
W8 credits4GA. Bandeira
401-6102-00LMultivariate Statistics
Does not take place this semester.
W4 credits2Gnot available
402-0448-01LQuantum Information Processing I: Concepts
This theory part QIP I together with the experimental part 402-0448-02L QIP II (both offered in the Spring Semester) combine to the core course in experimental physics "Quantum Information Processing" (totally 10 ECTS credits). This applies to the Master's degree programme in Physics.
W5 credits2V + 1UP. Kammerlander
701-0104-00LStatistical Modelling of Spatial DataW3 credits2GA. J. Papritz