Course Catalogue
Print
Help
Contact
de
Courses
Lecturers
Time and Place
Start
Search result: Course units in Autumn Semester 2021
Page 1 of 4
All
Course units
Catalogue data
Courses
Data Science Master
Core Courses
Data Analysis
Information and Learning
Number
Title
Type
ECTS
Hours
Lecturers
252-0535-00L
Advanced Machine Learning
W
10 credits
3V + 2U + 4A
J. M. Buhmann
,
C. Cotrini Jimenez
227-0423-00L
Neural Network Theory
W
4 credits
2V + 1U
H. Bölcskei
Statistics
Number
Title
Type
ECTS
Hours
Lecturers
401-3621-00L
Fundamentals of Mathematical Statistics
W
10 credits
4V + 1U
S. van de Geer
Data Management
Number
Title
Type
ECTS
Hours
Lecturers
263-3010-00L
Big Data
W
10 credits
3V + 2U + 4A
G. Fourny
263-3845-00L
Data Management Systems
W
8 credits
3V + 1U + 3A
G. Alonso
263-4500-00L
Advanced Algorithms
Takes place for the last time.
W
9 credits
3V + 2U + 3A
M. Ghaffari
,
G. Zuzic
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
227-0417-00L
Information Theory I
W
6 credits
4G
A. Lapidoth
227-0689-00L
System Identification
W
4 credits
2V + 1U
R. Smith
227-2210-00L
Computer Architecture
W
8 credits
6G + 1A
O. Mutlu
252-0417-00L
Randomized Algorithms and Probabilistic Methods
W
10 credits
3V + 2U + 4A
A. Steger
252-1407-00L
Algorithmic Game Theory
W
7 credits
3V + 2U + 1A
P. Penna
252-1414-00L
System Security
W
7 credits
2V + 2U + 2A
S. Capkun
,
A. Perrig
252-3005-00L
Natural Language Processing
Number of participants limited to 400.
W
5 credits
2V + 2U + 1A
R. Cotterell
261-5130-00L
Research in Data Science
Only for Data Science MSc.
W
6 credits
13A
Professors
263-0006-00L
Algorithms Lab
Only for master students!
W
8 credits
4P + 3A
A. Steger
,
E. Welzl
263-0009-00L
Information Security Lab
Only for master students!
Number of participants limited to 250.
W
8 credits
2V + 1U + 3P + 1A
K. Paterson
,
S. Capkun
,
D. Hofheinz
,
A. Perrig
,
S. Shinde
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
Number of participants limited to 125.
W
9 credits
3V + 2U + 3A
T. Hoefler
,
M. Püschel
Page 1 of 4
All