Search result: Course units in Spring Semester 2022
Statistics Master 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. | ||||||
Master Studies (Programme Regulations 2020) | ||||||
Subject Specific Electives | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
252-3900-00L | Big Data for Engineers This course is not intended for Computer Science and Data Science MSc students! | W | 6 credits | 2V + 2U + 1A | G. Fourny | |
252-0220-00L | Introduction to Machine Learning 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 | W | 8 credits | 4V + 2U + 1A | A. Krause, F. Yang | |
401-4632-15L | Causality Does not take place this semester. | W | 4 credits | 2G | to be announced | |
401-3602-00L | Applied Stochastic Processes Does not take place this semester. | W | 8 credits | 3V + 1U | not available | |
401-3642-00L | Brownian Motion and Stochastic Calculus | W | 10 credits | 4V + 1U | M. Schweizer | |
401-6228-00L | Programming with R for Reproducible Research | W | 1 credit | 1G | M. Mächler | |
401-4627-00L | Empirical Process Theory and Applications | W | 4 credits | 2V | S. van de Geer | |
401-3629-00L | Quantitative Risk Management | W | 4 credits | 2V + 1U | P. Cheridito | |
261-5110-00L | Optimization for Data Science | W | 10 credits | 3V + 2U + 4A | B. Gärtner, N. He | |
252-0526-00L | Statistical Learning Theory Does not take place this semester. | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann | |
227-0432-00L | Learning, Classification and Compression | W | 4 credits | 2V + 1U | E. Riegler | |
636-0702-00L | Statistical Models in Computational Biology | W | 6 credits | 2V + 1U + 2A | N. Beerenwinkel | |
401-6222-00L | Robust and Nonlinear Regression | W | 2 credits | 2G | A. F. Ruckstuhl | |
401-8618-00L | Statistical Methods in Epidemiology (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH as an incoming student. UZH Module Code: STA408 Mind the enrolment deadlines at UZH: Link | W | 5 credits | 3G | University lecturers | |
401-4626-00L | Advanced Statistical Modelling: Mixed Models | W | 4 credits | 2V | M. Mächler | |
401-8628-00L | Survival Analysis (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH as an incoming student. UZH Module Code: STA425 Mind the enrolment deadlines at UZH: Link | W | 3 credits | 1.5G | University lecturers | |
227-0434-10L | Mathematics of Information | W | 8 credits | 3V + 2U + 2A | H. Bölcskei | |
401-3904-22L | Convex Optimization | W | 6 credits | 3G | A. A. Kurpisz | |
263-5300-00L | Guarantees for Machine Learning Does not take place this semester. Number of participants limited to 30. The course will take place next autumn semester 2022. | W | 7 credits | 3G + 3A | F. Yang | |
401-6102-00L | Multivariate Statistics Does not take place this semester. | W | 4 credits | 2G | not available |
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