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Course units in Autumn Semester 2020
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 227-0427-00L Signal Analysis, Models, and Machine Learning Does not take place this semester.
W 6 credits 4G H.‑A. Loeliger 227-0445-10L Mathematical Methods of Signal Processing W 6 credits 4G H. G. Feichtinger 227-0689-00L System Identification W 4 credits 2V + 1U R. Smith 252-0417-00L Randomized Algorithms and Probabilistic Methods Does not take place this semester.
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 200.
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 263-0006-00L Algorithms Lab Only for master students, otherwise a special permission by the student administration of D-INFK is required.
W 8 credits 4P + 3A E. Welzl 263-0009-00L Information Security Lab Only for master students, otherwise a special permission by the study administration of D-INFK is required.
W 8 credits 2V + 1U + 3P + 1A K. Paterson ,
D. Basin ,
S. Capkun ,
D. Hofheinz ,
A. Perrig 263-2400-00L Reliable and Interpretable Artificial Intelligence W 6 credits 2V + 2U + 1A M. Vechev 263-2800-00L Design of Parallel and High-Performance Computing W 9 credits 3V + 2U + 3A T. Hoefler ,
M. Püschel 263-3210-00L Deep Learning W 8 credits 3V + 2U + 2A T. Hofmann 263-5210-00L Probabilistic Artificial Intelligence W 8 credits 3V + 2U + 2A A. Krause 263-5902-00L Computer Vision W 8 credits 3V + 1U + 3A M. Pollefeys ,
S. Tang ,
V. Ferrari 401-0625-01L Applied Analysis of Variance and Experimental Design W 5 credits 2V + 1U L. Meier 401-3054-14L Probabilistic Methods in Combinatorics W 6 credits 2V + 1U B. Sudakov
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