Search result: Course units in Spring Semester 2023
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. | ||||||
 Core Courses | ||||||
| Statistical Modelling Course units are offered in the autumn semester. | ||||||
| Applied Statistics | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|---|
| 401-3632-00L | Computational Statistics | W | 8 credits | 3V + 1U | M. Mächler | |
| Mathematical Statistics Course units are offered in the autumn semester. | ||||||
| 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  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 studiensekretariat@inf.ethz.ch | W | 8 credits | 4V + 2U + 1A | A. Krause, F. Yang | |
| 401-3602-00L | Applied Stochastic Processes | W | 8 credits | 3V + 1U | V. Tassion | |
| 401-3642-00L | Brownian Motion and Stochastic Calculus | W | 10 credits | 4V + 1U | D. Possamaï | |
| 401-6228-00L | Programming with R for Reproducible Research | W | 1 credit | 1G | M. Mächler | |
| 401-3629-00L | Quantitative Risk Management | W | 4 credits | 2V + 1U | P. Cheridito | |
| 401-3902-21L | Network & Integer Optimization: From Theory to Application | W | 6 credits | 3G | R. Zenklusen | |
| 401-3904-22L | Convex Optimization | W | 6 credits | 3G | A. A. Kurpisz | |
| 261-5110-00L | Optimization for Data Science | W | 10 credits | 3V + 2U + 4A | B. Gärtner, N. He | |
| 252-0526-00L | Statistical Learning Theory | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann | |
| 401-3932-19L | Mathematics for New Technologies in Finance formerly until FS22: Machine Learning in Finance | W | 4 credits | 3V + 1U | J. Teichmann | |
| 227-0432-00L | Learning, Classification and Compression | W | 4 credits | 2V + 1U | E. Riegler | |
| 401-8616-00L | Modelling Dependent Data (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: STA330 Mind the enrolment deadlines at UZH: https://www.uzh.ch/cmsssl/en/studies/application/deadlines.html | W | 5 credits | 3G | University lecturers | |
| 636-0702-00L | Statistical Models in Computational Biology | W | 6 credits | 2V + 1U + 2A | J. Kuipers | |
| 447-6222-00L | Robust and Nonlinear Regression Does not take place this semester. | W | 2 credits | 2G | ||
| 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: https://www.uzh.ch/cmsssl/en/studies/application/deadlines.html | W | 5 credits | 3G | University lecturers | |
| 401-4626-00L | Advanced Statistical Modelling: Mixed Models Does not take place this semester. | 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: https://www.uzh.ch/cmsssl/en/studies/application/deadlines.html | W | 3 credits | 1.5G | University lecturers | |
| 227-0434-10L | Mathematics of Information | W | 8 credits | 3V + 2U + 2A | H. Bölcskei | |
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