Search result: Course units in Autumn Semester 2021

Data Science Master Information
Core Courses
Data Analysis
Information and Learning
NumberTitleTypeECTSHoursLecturers
252-0535-00LAdvanced Machine Learning Information W10 credits3V + 2U + 4AJ. M. Buhmann, C. Cotrini Jimenez
227-0423-00LNeural Network Theory Information W4 credits2V + 1UH. Bölcskei
Statistics
NumberTitleTypeECTSHoursLecturers
401-3621-00LFundamentals of Mathematical Statistics Information W10 credits4V + 1US. van de Geer
Data Management
NumberTitleTypeECTSHoursLecturers
263-3010-00LBig Data Information Restricted registration - show details W10 credits3V + 2U + 4AG. Fourny
263-3845-00LData Management Systems Information W8 credits3V + 1U + 3AG. Alonso
263-4500-00LAdvanced Algorithms Information
Takes place for the last time.
W9 credits3V + 2U + 3AM. Ghaffari, G. Zuzic
Core Electives
NumberTitleTypeECTSHoursLecturers
151-0563-01LDynamic Programming and Optimal Control Information W4 credits2V + 1UR. D'Andrea
227-0101-00LDiscrete-Time and Statistical Signal Processing Information W6 credits4GH.‑A. Loeliger
227-0417-00LInformation Theory IW6 credits4GA. Lapidoth
227-0689-00LSystem IdentificationW4 credits2V + 1UR. Smith
227-2210-00LComputer Architecture Information W8 credits6G + 1AO. Mutlu
252-0417-00LRandomized Algorithms and Probabilistic Methods Information W10 credits3V + 2U + 4AA. Steger
252-1407-00LAlgorithmic Game Theory Information W7 credits3V + 2U + 1AP. Penna
252-1414-00LSystem Security Information W7 credits2V + 2U + 2AS. Capkun, A. Perrig
252-3005-00LNatural Language Processing Information Restricted registration - show details
Number of participants limited to 400.
W5 credits2V + 2U + 1AR. Cotterell
261-5130-00LResearch in Data Science Information Restricted registration - show details
Only for Data Science MSc.
W6 credits13AProfessors
263-0006-00LAlgorithms Lab Information Restricted registration - show details
Only for master students!
W8 credits4P + 3AA. Steger, E. Welzl
263-0009-00LInformation Security Lab Information Restricted registration - show details
Only for master students!
Number of participants limited to 250.
W8 credits2V + 1U + 3P + 1AK. Paterson, S. Capkun, D. Hofheinz, A. Perrig, S. Shinde
263-2400-00LReliable and Trustworthy Artificial Intelligence Information W6 credits2V + 2U + 1AM. Vechev
263-2800-00LDesign of Parallel and High-Performance Computing Information Restricted registration - show details
Number of participants limited to 125.
W9 credits3V + 2U + 3AT. Hoefler, M. Püschel
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