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Search result: Course units in Spring Semester 2023
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Course units
Catalogue data
Courses
Data Science Master
Core Courses
Data Analysis
Information and Learning
Number
Title
Type
ECTS
Hours
Lecturers
227-0434-10L
Mathematics of Information
W
8 credits
3V + 2U + 2A
H. Bölcskei
Statistics
Number
Title
Type
ECTS
Hours
Lecturers
401-3632-00L
Computational Statistics
W
8 credits
3V + 1U
M. Mächler
Data Management
Number
Title
Type
ECTS
Hours
Lecturers
261-5110-00L
Optimization for Data Science
W
10 credits
3V + 2U + 4A
B. Gärtner
,
N. He
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
W
6 credits
4G
L. Benini
227-0155-00L
Machine Learning on Microcontrollers
Registration in this class requires the permission of the instructors.
W
6 credits
4G
M. Magno
,
L. Benini
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
Model-Based Estimation and Signal Analysis
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
227-0690-11L
Large-Scale Convex Optimization
W
4 credits
2V + 1U
M. Mühlebach
252-0211-00L
Information Security
W
8 credits
4V + 3U
D. Basin
,
D. Hofheinz
252-0526-00L
Statistical Learning Theory
W
8 credits
3V + 2U + 2A
J. M. Buhmann
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
,
D. B. Baráth
261-5130-00L
Research in Data Science
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
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
Does not take place this semester.
W
7 credits
2V + 1U + 3A
M. Vechev
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