Search result: Course units in Spring Semester 2021
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 studiensekretariat@inf.ethz.ch | W | 8 credits | 4V + 2U + 1A | A. Krause, F. Yang | |
| 401-4632-15L | Causality | W | 4 credits | 2G | C. Heinze-Deml | |
| 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 | W. Werner | |
| 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 | |
| 401-4637-67L | On Hypothesis Testing | W | 4 credits | 2V | F. Balabdaoui | |
| 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, D. Steurer, N. He | |
| 252-0526-00L | Statistical Learning Theory | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann, C. Cotrini Jimenez | |
| 227-0432-00L | Learning, Classification and Compression | W | 4 credits | 2V + 1U | E. Riegler | |
| 252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 5 credits | 2V + 1U + 1A | R. Cotterell | |
| 636-0702-00L | Statistical Models in Computational Biology | W | 6 credits | 2V + 1U + 2A | N. Beerenwinkel | |
| 701-0104-00L | Statistical Modelling of Spatial Data | W | 3 credits | 2G | A. J. Papritz | |
| 401-6222-00L | Robust and Nonlinear Regression Does not take place this semester. | W | 2 credits | 1V + 1U | ||
| 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. 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. 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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