Search result: Course units in Autumn Semester 2021
Data Science Master | ||||||
Core Courses | ||||||
Core Electives | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
151-0563-01L | Dynamic Programming and Optimal Control | W | 4 credits | 2V + 1U | R. D'Andrea | |
227-0101-00L | Discrete-Time and Statistical Signal Processing | W | 6 credits | 4G | H.‑A. Loeliger | |
227-0417-00L | Information Theory I | W | 6 credits | 4G | A. Lapidoth | |
227-0689-00L | System Identification | W | 4 credits | 2V + 1U | R. Smith | |
227-2210-00L | Computer Architecture | W | 8 credits | 6G + 1A | O. Mutlu | |
252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 10 credits | 3V + 2U + 4A | A. Steger | |
252-1407-00L | Algorithmic Game Theory | W | 7 credits | 3V + 2U + 1A | P. Penna | |
252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | S. Capkun, A. Perrig | |
252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 5 credits | 2V + 2U + 1A | R. Cotterell | |
261-5130-00L | Research in Data Science Only for Data Science MSc. | W | 6 credits | 13A | Professors | |
263-0006-00L | Algorithms Lab Only for master students! | W | 8 credits | 4P + 3A | A. Steger, E. Welzl | |
263-0009-00L | Information Security Lab Only for master students! Number of participants limited to 250. | W | 8 credits | 2V + 1U + 3P + 1A | K. Paterson, S. Capkun, D. Hofheinz, A. Perrig, S. Shinde | |
263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | M. Vechev | |
263-2800-00L | Design of Parallel and High-Performance Computing Number of participants limited to 125. | W | 9 credits | 3V + 2U + 3A | T. Hoefler, M. Püschel | |
263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | F. Perez Cruz, A. Lucchi | |
263-5005-00L | Artificial Intelligence in Education Number of participants limited to 75. | W | 5 credits | 2V + 1U + 1A | M. Sachan, T. Sinha | |
263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | A. Krause | |
263-5255-00L | Foundations of Reinforcement Learning Number of participants limited to 190. Last cancellation/deregistration date for this graded semester performance: Thursday, 28 October 2021! Please note that after that date no deregistration will be accepted and the course will be considered as "fail". | W | 5 credits | 2V + 2A | N. He | |
263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys, S. Tang, F. Yu | |
401-0625-01L | Applied Analysis of Variance and Experimental Design | W | 5 credits | 2V + 1U | L. Meier | |
401-3055-64L | Algebraic Methods in Combinatorics | W | 6 credits | 2V + 1U | B. Sudakov | |
401-3601-00L | Probability Theory At most one of the three course units (Bachelor Core Courses) 401-3461-00L Functional Analysis I 401-3531-00L Differential Geometry I 401-3601-00L Probability Theory can be recognised for the Master's degree in Mathematics or Applied Mathematics. In this case, you cannot change the category assignment by yourself in myStudies but must take contact with the Study Administration Office (Link) after having received the credits. | W | 10 credits | 4V + 1U | W. Werner | |
401-3612-00L | Stochastic Simulation Does not take place this semester. | W | 5 credits | 3G | ||
401-3622-00L | Statistical Modelling | W | 8 credits | 4G | C. Heinze-Deml | |
401-3627-00L | High-Dimensional Statistics | W | 4 credits | 2V | P. L. Bühlmann | |
401-3901-00L | Linear & Combinatorial Optimization | W | 11 credits | 4V + 2U | R. Zenklusen | |
401-4623-00L | Time Series Analysis Does not take place this semester. | W | 6 credits | 3G | F. Balabdaoui | |
401-4944-20L | Mathematics of Data Science | W | 8 credits | 4G | A. Bandeira | |
402-0461-00L | Quantum Information Theory | W | 8 credits | 3V + 1U | P. Kammerlander |