Search result: Course units in Spring Semester 2020

Statistics Master Information
The following courses belong to the curriculum of the Master's Programme in Statistics. The corresponding credits do not count as external credits even for course units where an enrolment at ETH Zurich is not possible.
Specialization Areas and Electives
Statistical and Mathematical Courses
NumberTitleTypeECTSHoursLecturers
401-4632-15LCausality Information W4 credits2GC. Heinze-Deml
401-4627-00LEmpirical Process Theory and ApplicationsW4 credits2VS. van de Geer
401-3632-00LComputational StatisticsW8 credits3V + 1UM. H. Maathuis
401-3602-00LApplied Stochastic Processes Information
Does not take place this semester.
W8 credits3V + 1Unot available
401-3642-00LBrownian Motion and Stochastic Calculus Information W10 credits4V + 1UW. Werner
401-6228-00LProgramming with R for Reproducible Research Information W1 credit1GM. Mächler
401-3629-00LQuantitative Risk Management Information W4 credits2V + 1UP. Cheridito
401-4658-00LComputational Methods for Quantitative Finance: PDE Methods Information Restricted registration - show details W6 credits3V + 1UC. Schwab
401-2284-00LMeasure and Integration Information W6 credits3V + 2UF. Da Lio
401-3903-11LGeometric Integer ProgrammingW6 credits2V + 1UJ. Paat
401-4944-20LMathematics of Data ScienceW8 credits4GA. Bandeira
227-0434-10LMathematics of Information Information W8 credits3V + 2U + 2AH. Bölcskei
261-5110-00LOptimization for Data Science Information W8 credits3V + 2U + 2AB. Gärtner, D. Steurer
252-0220-00LIntroduction to Machine Learning Information Restricted registration - show details
Limited number of participants. Preference is given to students in programmes in which the course is being offered. All other students will be waitlisted. Please do not contact Prof. Krause for any questions in this regard. If necessary, please contact Link
W8 credits4V + 2U + 1AA. Krause
252-0526-00LStatistical Learning Theory Information W7 credits3V + 2U + 1AJ. M. Buhmann, C. Cotrini Jimenez
252-3900-00LBig Data for Engineers Information
This course is not intended for Computer Science and Data Science MSc students!
W6 credits2V + 2U + 1AG. Fourny
263-5300-00LGuarantees for Machine Learning Information Restricted registration - show details W5 credits2V + 2AF. Yang
636-0702-00LStatistical Models in Computational BiologyW6 credits2V + 1U + 2AN. Beerenwinkel
701-0104-00LStatistical Modelling of Spatial DataW3 credits2GA. J. Papritz
401-6222-00LRobust and Nonlinear Regression Information Restricted registration - show details W2 credits1V + 1UA. F. Ruckstuhl
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