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 2014) | ||||||
Specialization Areas and Electives | ||||||
Statistical and Mathematical Courses | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
401-4632-15L | Causality | W | 4 credits | 2G | C. Heinze-Deml | |
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 | |
401-3632-00L | Computational Statistics | W | 8 credits | 3V + 1U | M. Mächler | |
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 | |
401-3629-00L | Quantitative Risk Management | W | 4 credits | 2V + 1U | P. Cheridito | |
401-4658-00L | Computational Methods for Quantitative Finance: PDE Methods | W | 6 credits | 3V + 1U | C. Marcati, A. Stein | |
401-2284-00L | Measure and Integration | W | 6 credits | 3V + 2U | F. Da Lio | |
401-4944-20L | Mathematics of Data Science Does not take place this semester. | W | 8 credits | 4G | A. Bandeira | |
227-0434-10L | Mathematics of Information | W | 8 credits | 3V + 2U + 2A | H. Bölcskei | |
261-5110-00L | Optimization for Data Science | W | 10 credits | 3V + 2U + 4A | B. Gärtner, D. Steurer, N. He | |
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 | |
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 | |
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 | |
263-5300-00L | Guarantees for Machine Learning 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. | W | 7 credits | 3G + 3A | F. Yang | |
636-0702-00L | Statistical Models in Computational Biology | W | 6 credits | 2V + 1U + 2A | N. Beerenwinkel |
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