Search result: Course units in Autumn Semester 2019

Data Science Master Information
Core Courses
Data Analysis
Information and Learning
NumberTitleTypeECTSHoursLecturers
252-0535-00LAdvanced Machine Learning Information W8 credits3V + 2U + 2AJ. M. Buhmann
227-0423-00LNeural Network TheoryW4 credits2V + 1UH. Bölcskei, E. Riegler
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 W8 credits3V + 2U + 2AG. Fourny
263-4500-10LAdvanced Algorithms (with Project) Information Restricted registration - show details
Only for Data Science MSc.
W8 credits2V + 2U + 2P + 1AM. Ghaffari, A. Krause
Core Electives
NumberTitleTypeECTSHoursLecturers
151-0563-01LDynamic Programming and Optimal Control Information W4 credits2V + 1UR. D'Andrea
227-0101-00LDiscrete-Time and Statistical Signal ProcessingW6 credits4GH.‑A. Loeliger
227-0417-00LInformation Theory IW6 credits4GA. Lapidoth
227-0427-00LSignal Analysis, Models, and Machine LearningW6 credits4GH.‑A. Loeliger
227-0689-00LSystem IdentificationW4 credits2V + 1UR. Smith
252-0417-00LRandomized Algorithms and Probabilistic MethodsW8 credits3V + 2U + 2AA. Steger
252-1407-00LAlgorithmic Game Theory Information W7 credits3V + 2U + 1AP. Penna
252-1414-00LSystem Security Information W7 credits2V + 2U + 2AS. Capkun, A. Perrig
261-5130-00LResearch in Data Science Restricted registration - show details
Only for Data Science MSc.
W6 credits13AProfessors
263-0006-00LAlgorithms Lab Restricted registration - show details
Only for master students, otherwise a special permission by the student administration of D-INFK is required.
W8 credits4P + 3AA. Steger
263-0007-00LAdvanced Systems Lab Information Restricted registration - show details
Limited number of participants.
Takes place the last time in this form.
Students who repeat the lab have priority. All others have to take the course in the spring semester 20!
W8 credits4P + 3AG. Alonso
263-2400-00LReliable and Interpretable Artificial Intelligence Information W5 credits2V + 1U + 1AM. Vechev
263-2800-00LDesign of Parallel and High-Performance Computing Information Restricted registration - show details W8 credits3V + 2U + 2AM. Püschel, T. Ben Nun
263-3210-00LDeep Learning Information W5 credits2V + 1U + 1AT. Hofmann
263-5210-00LProbabilistic Artificial Intelligence Information Restricted registration - show details W5 credits2V + 1U + 1AA. Krause
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