Search result: Course units in Spring Semester 2021
Data Science Master | ||||||
Core Courses | ||||||
Core Electives | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
151-0566-00L | Recursive Estimation | W | 4 credits | 2V + 1U | R. D'Andrea | |
227-0150-00L | Systems-on-Chip for Data Analytics and Machine Learning Previously "Energy-Efficient Parallel Computing Systems for Data Analytics" | W | 6 credits | 4G | L. Benini | |
227-0155-00L | Machine Learning on Microcontrollers Number of participants limited to 40. Registration in this class requires the permission of the instructors. | W | 6 credits | 3G | M. Magno, L. Benini | |
227-0224-00L | Stochastic Systems Does not take place this semester. | W | 4 credits | 2V + 1U | to be announced | |
227-0420-00L | Information Theory II | W | 6 credits | 4G | A. Lapidoth, S. M. Moser | |
227-0424-00L | Model- and Learning-Based Inverse Problems in Imaging | W | 4 credits | 2V + 1P | V. Vishnevskiy | |
227-0427-10L | Advanced Signal Analysis, Modeling, and Machine Learning | W | 6 credits | 4G | H.‑A. Loeliger | |
227-0432-00L | Learning, Classification and Compression | W | 4 credits | 2V + 1U | E. Riegler | |
227-0558-00L | Principles of Distributed Computing | W | 7 credits | 2V + 2U + 2A | R. Wattenhofer, M. Ghaffari | |
227-0560-00L | Deep Learning for Autonomous Driving Registration in this class requires the permission of the instructors. Class size will be limited to 80 students. Please send an email to Dengxin Dai <Link> about your courses/projects that are related to machine learning, computer vision, and Robotics. | W | 6 credits | 3V + 2P | D. Dai, A. Liniger | |
252-0211-00L | Information Security | W | 8 credits | 4V + 3U | D. Basin, S. Capkun | |
252-0526-00L | Statistical Learning Theory | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann, C. Cotrini Jimenez | |
252-0538-00L | Shape Modeling and Geometry Processing | W | 8 credits | 2V + 1U + 4A | O. Sorkine Hornung | |
252-0579-00L | 3D Vision | W | 5 credits | 3G + 1A | M. Pollefeys, V. Larsson | |
252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 5 credits | 2V + 1U + 1A | R. Cotterell | |
261-5130-00L | Research in Data Science Only for Data Science MSc. | W | 6 credits | 13A | Professors | |
263-0007-00L | Advanced Systems Lab Only for master students, otherwise a special permission by the study administration of D-INFK is required. | W | 8 credits | 3V + 2U + 2A | M. Püschel, C. Zhang | |
263-0008-00L | Computational Intelligence Lab Only for master students, otherwise a special permission by the study administration of D-INFK is required. | W | 8 credits | 2V + 2U + 3A | T. Hofmann | |
263-2925-00L | Program Analysis for System Security and Reliability | W | 7 credits | 2V + 1U + 3A | M. Vechev | |
263-3710-00L | Machine Perception Number of participants limited to 200. | W | 8 credits | 3V + 2U + 2A | O. Hilliges, S. Tang | |
263-3855-00L | Cloud Computing Architecture | W | 9 credits | 3V + 2U + 3A | G. Alonso, A. Klimovic | |
263-4400-00L | Advanced Graph Algorithms and Optimization | W | 8 credits | 3V + 1U + 3A | R. Kyng, M. Probst | |
263-5000-00L | Computational Semantics for Natural Language Processing Limited number of participants: 80. Last cancellation/deregistration date for this graded semester performance: Friday, 26 March 2021! Please note that after that date no deregistration will be accepted and the course will be considered as "fail". | W | 6 credits | 2V + 1U + 2A | M. Sachan | |
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 | |
401-0674-00L | Numerical Methods for Partial Differential Equations Not meant for BSc/MSc students of mathematics. | W | 10 credits | 2G + 2U + 2P + 4A | R. Hiptmair | |
401-3052-10L | Graph Theory | W | 10 credits | 4V + 1U | B. Sudakov | |
401-3602-00L | Applied Stochastic Processes | W | 8 credits | 3V + 1U | V. Tassion | |
401-4632-15L | Causality | W | 4 credits | 2G | C. Heinze-Deml | |
401-4656-21L | Deep Learning in Scientific Computing Aimed at students in a Master's Programme in Mathematics, Engineering and Physics. | W | 6 credits | 2V + 1U | S. Mishra | |
401-4944-20L | Mathematics of Data Science Does not take place this semester. | W | 8 credits | 4G | A. Bandeira | |
401-6102-00L | Multivariate Statistics Does not take place this semester. | W | 4 credits | 2G | not available | |
402-0448-01L | Quantum Information Processing I: Concepts This theory part QIP I together with the experimental part 402-0448-02L QIP II (both offered in the Spring Semester) combine to the core course in experimental physics "Quantum Information Processing" (totally 10 ECTS credits). This applies to the Master's degree programme in Physics. | W | 5 credits | 2V + 1U | P. Kammerlander | |
701-0104-00L | Statistical Modelling of Spatial Data | W | 3 credits | 2G | A. J. Papritz |