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Search result: Course units in Autumn Semester 2024
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Course units
Catalogue data
Courses
Data Science Master
Master Studies (Programme Regulations 2017)
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
» Core Electives
227-0417-00L
Information Theory I
W
6 credits
4G
A. Lapidoth
227-0560-00L
Computer Vision and Artificial Intelligence for Autonomous Cars
Up until FS2022 offered as Deep Learning for Autonomous Driving
W
6 credits
3V + 2P
C. Sakaridis
227-0689-00L
System Identification
W
4 credits
2V + 1U
R. Smith
227-2210-00L
Computer Architecture
W
8 credits
6G + 1A
S. Sadrosadati
,
O. Mutlu
252-1414-00L
System Security
W
7 credits
2V + 2U + 2A
S. Capkun
,
S. Shinde
252-3005-00L
Natural Language Processing
W
7 credits
3V + 3U + 1A
R. Cotterell
261-5130-00L
Research in Data Science
W
6 credits
13A
Professors
263-0006-00L
Algorithms Lab
W
8 credits
4P + 3A
A. Steger
263-0009-00L
Information Security Lab
W
8 credits
2V + 1U + 3P + 1A
S. Shinde
,
D. Basin
,
S. Capkun
,
K. Paterson
263-2400-00L
Reliable and Trustworthy Artificial Intelligence
W
6 credits
2V + 2U + 1A
M. Vechev
263-2800-00L
Design of Parallel and High-Performance Computing
W
9 credits
2V + 2U + 4A
T. Hoefler
263-3210-00L
Deep Learning
W
8 credits
3V + 2U + 2A
T. Hofmann
263-5005-00L
Artificial Intelligence in Education
W
3 credits
1V + 0.5U
M. Sachan
263-5210-00L
Probabilistic Artificial Intelligence
W
8 credits
3V + 2U + 2A
A. Krause
263-5300-00L
Guarantees for Machine Learning
Does not take place this semester.
W
7 credits
3V + 1U + 2A
F. Yang
263-5902-00L
Computer Vision
W
8 credits
3V + 1U + 3A
M. Pollefeys
,
S. Tang
401-0625-01L
Applied Analysis of Variance and Experimental Design
W
5 credits
2V + 1U
L. Meier
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