Computer Science Master  |
 Majors |
| Major in Data Management Systems |
| Core Courses |
| 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 |
|
| Elective Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann,
C. Cotrini Jimenez |
| 252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | S. Capkun,
S. Shinde |
| 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 |
| 263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | T. Hofmann,
F. Perez Cruz,
N. Perraudin |
| 263-3850-00L | Informal Methods | W | 5 credits | 2G + 2A | D. Cock |
|
| Major in Machine Intelligence |
| Core Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann,
C. Cotrini Jimenez |
| 263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | T. Hofmann,
F. Perez Cruz,
N. Perraudin |
| 263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | A. Krause |
|
| Elective Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 7 credits | 3V + 3U + 1A | R. Cotterell |
| 263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | M. Vechev |
| 263-5005-00L | Artificial Intelligence in Education | W | 3 credits | 1V + 0.5U | M. Sachan,
T. Sinha |
| 263-5255-00L | Foundations of Reinforcement Learning Does not take place this semester.
Number of participants limited to 190.
The course will be offered again in FS23. | W | 5 credits | 2V + 2A | N. He |
| 263-5300-00L | Guarantees for Machine Learning Number of participants limited to 30. | W | 7 credits | 3V + 1U + 2A | F. Yang,
A. Sanyal |
| 263-5353-00L | Philosophy of Language and Computation | W | 5 credits | 2V + 1U + 1A | R. Cotterell,
J. L. Gastaldi |
| 263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys,
S. Tang,
F. Yu |
|
| Major in Secure and Reliable Systems |
| Core Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 252-0237-00L | Concepts of Object-Oriented Programming | W | 8 credits | 3V + 2U + 2A | P. Müller |
| 252-0463-00L | Security Engineering | W | 7 credits | 2V + 2U + 2A | D. Basin,
M. Ochoa Ronderos |
| 252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | S. Capkun,
S. Shinde |
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