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 |
| 263-4511-00L | Projects in Topological Data Analysis | W | 4 credits | 3G | P. Schnider |
| 263-4513-00L | Structural Graph Theory | W | 5 credits | 2V + 2A | R. M. Steiner |
| 263-4665-00L | Zero-Knowledge Proofs | W | 5 credits | 2V + 1U + 1A | J. Bootle |
| 263-5300-00L | Guarantees for Machine Learning Does not take place this semester. | W | 7 credits | 3V + 1U + 2A | F. Yang |
| 401-3055-64L | Algebraic Methods in Combinatorics Does not take place this semester. | W | 5 credits | 2V + 1U | not available |
| 401-3901-00L | Linear & Combinatorial Optimization | W | 10 credits | 4V + 2U | R. Zenklusen |
| 402-0448-01L | Quantum Information Processing I: Concepts This theory part QIP I together with the experimental part 402-0448-02L QIP II (both offered in the autumn semester) combine to the core course in experimental physics "Quantum Information Processing" (totally 10 ECTS credits). This applies to the Master's degree programme in Physics. | W | 5 credits | 2V + 1U | J. Renes |
|
Visual and Interactive Computing |
Core Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 252-0543-01L | Computer Graphics | W | 8 credits | 3V + 2U + 2A | M. Gross,
M. Papas |
| 263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys,
S. Tang |
|
Elective Courses |
| Number | Title | Type | ECTS | Hours | Lecturers |
|---|
| 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 |
| 252-0546-00L | Physically-Based Simulation in Computer Graphics | W | 5 credits | 2V + 1U + 1A | S. Coros,
B. Thomaszewski |
| 263-5905-00L | Mixed Reality | W | 5 credits | 3G + 1A | Z. Bauer,
C. Holz,
M. Pollefeys |