Search result: Course units in Autumn Semester 2020

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 W9 credits3V + 2U + 3AM. Ghaffari
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
227-0427-00LSignal Analysis, Models, and Machine Learning
Does not take place this semester.
This course has been replaced by "Introduction to Estimation and Machine Learning" (autumn semester) and "Advanced Signal Analysis, Modeling, and Machine Learning" (spring semester).
W6 credits4GH.‑A. Loeliger
227-0445-10LMathematical Methods of Signal Processing Information W6 credits4GH. G. Feichtinger
227-0689-00LSystem Identification Information W4 credits2V + 1UR. Smith
252-0417-00LRandomized Algorithms and Probabilistic Methods
Does not take place this semester.
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 200.
W5 credits2V + 1U + 1AR. Cotterell
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 + 3AE. Welzl
263-0009-00LInformation Security Lab Information Restricted registration - show details
Only for master students, otherwise a special permission by the study administration of D-INFK is required.

Number of participants limited to 150.
W8 credits2V + 1U + 3P + 1AK. Paterson, D. Basin, S. Capkun, D. Hofheinz, A. Perrig
263-2400-00LReliable and Interpretable Artificial Intelligence Information W6 credits2V + 2U + 1AM. Vechev
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