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Course units in Autumn Semester 2024
Cyber Security Master  |
 Minor |
| 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 | W | 9 credits | 2V + 2U + 4A | T. Hoefler |
| 263-3210-00L | Deep Learning | W | 8 credits | 3V + 2U + 2A | T. Hofmann |
|
| 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 | W | 8 credits | 3V + 2U + 2A | T. Hofmann |
| 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 | 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 |
| 263-5056-00L | Applications of Deep Learning on Graphs Does not take place this semester. | W | 4 credits | 2G + 1A | G. Rätsch |
| 263-5300-00L | Guarantees for Machine Learning Does not take place this semester. | W | 7 credits | 3V + 1U + 2A | F. Yang |
| 263-5351-00L | Machine Learning for Genomics | W | 6 credits | 2V + 2U + 1A | V. Boeva |
| 263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys,
S. Tang |
|
| Theoretical Computer Science |
| 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 |
| 252-1425-00L | Geometry: Combinatorics and Algorithms | W | 8 credits | 3V + 2U + 2A | B. Gärtner,
M. Hoffmann,
P. Schnider,
E. Welzl,
M. Wettstein |
| 263-4500-00L | Advanced Algorithms | W | 9 credits | 3V + 2U + 3A | J. Lengler,
B. Häupler,
M. Probst |
|
| Elective Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 227-0417-00L | Information Theory I | W | 6 credits | 4G | A. Lapidoth |
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