Search result: Course units in Autumn Semester 2021
Computer Science Master  | ||||||
 Master Studies (Programme Regulations 2020) | ||||||
| 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, A. Perrig | |
| 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 | F. Perez Cruz, A. Lucchi | |
| 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 | F. Perez Cruz, A. Lucchi | |
| 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 | 5 credits | 2V + 2U + 1A | R. Cotterell | |
| 261-5100-00L | Computational Biomedicine Number of participants limited to 120. | W | 5 credits | 2V + 1U + 1A | V. Boeva, G. Rätsch | |
| 263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | M. Vechev | |
| 263-4500-00L | Advanced Algorithms Takes place for the last time. | W | 9 credits | 3V + 2U + 3A | M. Ghaffari, G. Zuzic | |
| 263-5005-00L | Artificial Intelligence in Education Number of participants limited to 75. | W | 5 credits | 2V + 1U + 1A | M. Sachan, T. Sinha | |
| 263-5255-00L | Foundations of Reinforcement Learning Number of participants limited to 190. Last cancellation/deregistration date for this graded semester performance: Thursday, 28 October 2021! Please note that after that date no deregistration will be accepted and the course will be considered as "fail". | W | 5 credits | 2V + 2A | N. He | |
| 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 | S. Krstic | |
| 252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | S. Capkun, A. Perrig | |
| 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 | |
| 263-4640-00L | Network Security | W | 8 credits | 2V + 2U + 3A | A. Perrig, S. Frei, M. Legner, K. Paterson | |
| Elective Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-1411-00L | Security of Wireless Networks | W | 6 credits | 2V + 1U + 2A | S. Capkun, K. Kostiainen | |
| 263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | M. Vechev | |
| 263-4657-00L | Advanced Encryption Schemes | W | 5 credits | 2V + 1U + 1A | R. Gay | |
| 263-4665-00L | Zero-Knowledge Proofs Number of participants limited to 50. | W | 5 credits | 2V + 1U + 1A | J. Bootle | |
| 227-0579-00L | Hardware Security | W | 7 credits | 2V + 2U + 2A | K. Razavi | |
| Major in Theoretical Computer Science | ||||||
| Core Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 10 credits | 3V + 2U + 4A | A. Steger | |
| 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, E. Welzl, M. Hoffmann, M. Wettstein | |
| 263-4500-00L | Advanced Algorithms Takes place for the last time. | W | 9 credits | 3V + 2U + 3A | M. Ghaffari, G. Zuzic | |
| Elective Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-1407-00L | Algorithmic Game Theory | W | 7 credits | 3V + 2U + 1A | P. Penna | |
| 227-0417-00L | Information Theory I | W | 6 credits | 4G | A. Lapidoth | |
| 401-3055-64L | Algebraic Methods in Combinatorics | W | 6 credits | 2V + 1U | B. Sudakov | |
| 401-3901-00L | Linear & Combinatorial Optimization | W | 11 credits | 4V + 2U | R. Zenklusen | |
| Major in Visual and Interactive Computing | ||||||
| Core Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0543-01L | Computer Graphics Does not take place this semester. | W | 8 credits | 3V + 2U + 2A | ||
| 263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys, S. Tang, F. Yu | |
| Elective Courses | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0546-00L | Physically-Based Simulation in Computer Graphics | W | 5 credits | 2V + 1U + 1A | V. da Costa de Azevedo, B. Solenthaler, B. Thomaszewski | |
| 263-5905-00L | Mixed Reality | W | 5 credits | 3G + 1A | I. Armeni, F. Bogo, M. Pollefeys | |
| Seminar | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-3811-00L | Case Studies from Practice Seminar Number of participants limited to 24. The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 4 credits | 2S | M. Brandis | |
| 252-4601-00L | Current Topics in Information Security Number of participants limited to 24. The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | S. Capkun, K. Paterson, A. Perrig, S. Shinde | |
| 252-5051-00L | Advanced Topics in Machine Learning Number of participants limited to 40. The deadline for deregistering expires at the end of the fourth week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | J. M. Buhmann, R. Cotterell, J. Vogt, F. Yang | |
| 252-5701-00L | Advanced Topics in Computer Graphics and Vision Number of participants limited to 24. The deadline for deregistering expires at the end of the third week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | M. Pollefeys, O. Sorkine Hornung, S. Tang | |
| 263-2100-00L | Research Topics in Software Engineering Number of participants limited to 22. The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | P. Müller, M. Püschel | |
| 263-3504-00L | Hardware Acceleration for Data Processing Number of participants limited to 24. The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | G. Alonso | |
| 263-3713-00L | Advanced Topics in Human-Centric Computer Vision Numbers of participants limited to 20. The deadline for deregistering expires at the end of the third week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | O. Hilliges | |
| 263-4410-00L | Seminar on Advanced Graph Algorithms and Optimization Number of participants limited to 6! The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | R. Kyng | |
| 263-5156-00L | Beyond iid Learning: Causality, Dynamics, and Interactions Number of participants limited to 60. The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar. | W | 2 credits | 2S | M. Mühlebach, A. Krause, B. Schölkopf | |
| Practical Work | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0811-00L | Applied Security Laboratory | W | 8 credits | 7P | C. Sprenger | |
| 252-0817-00L | Distributed Systems Laboratory | W | 10 credits | 9P | G. Alonso, T. Hoefler, A. Klimovic, T. Roscoe, R. Wattenhofer, C. Zhang | |
| 263-0650-00L | Practical Work | W | 8 credits | 17A | Supervisors | |
| Minors | ||||||
| Minor in Computer Graphics | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0546-00L | Physically-Based Simulation in Computer Graphics | W | 5 credits | 2V + 1U + 1A | V. da Costa de Azevedo, B. Solenthaler, B. Thomaszewski | |
| 252-0543-01L | Computer Graphics Does not take place this semester. | W | 8 credits | 3V + 2U + 2A | ||
| 263-5905-00L | Mixed Reality | W | 5 credits | 3G + 1A | I. Armeni, F. Bogo, M. Pollefeys | |
| Minor in Computer Vision | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | F. Perez Cruz, A. Lucchi | |
| 263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys, S. Tang, F. Yu | |
| 263-5905-00L | Mixed Reality | W | 5 credits | 3G + 1A | I. Armeni, F. Bogo, M. Pollefeys | |
| Minor in Data Management | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann, C. Cotrini Jimenez | |
| 263-2800-00L | Design of Parallel and High-Performance Computing Number of participants limited to 125. | W | 9 credits | 3V + 2U + 3A | T. Hoefler, M. Püschel | |
| 263-3010-00L | Big Data | W | 10 credits | 3V + 2U + 4A | G. Fourny | |
| 263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | F. Perez Cruz, A. Lucchi | |
| 263-3845-00L | Data Management Systems | W | 8 credits | 3V + 1U + 3A | G. Alonso | |
| 263-3850-00L | Informal Methods | W | 5 credits | 2G + 2A | D. Cock | |
| Minor in Information Security | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0463-00L | Security Engineering | W | 7 credits | 2V + 2U + 2A | S. Krstic | |
| 252-1411-00L | Security of Wireless Networks | W | 6 credits | 2V + 1U + 2A | S. Capkun, K. Kostiainen | |
| 252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | S. Capkun, A. Perrig | |
| 263-4640-00L | Network Security | W | 8 credits | 2V + 2U + 3A | A. Perrig, S. Frei, M. Legner, K. Paterson | |
| 263-4657-00L | Advanced Encryption Schemes | W | 5 credits | 2V + 1U + 1A | R. Gay | |
| 263-4665-00L | Zero-Knowledge Proofs Number of participants limited to 50. | W | 5 credits | 2V + 1U + 1A | J. Bootle | |
| 227-0579-00L | Hardware Security | W | 7 credits | 2V + 2U + 2A | K. Razavi | |
| Minor in Machine 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 | |
| 252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 5 credits | 2V + 2U + 1A | R. Cotterell | |
| 263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | M. Vechev | |
| 263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | F. Perez Cruz, A. Lucchi | |
| 263-5005-00L | Artificial Intelligence in Education Number of participants limited to 75. | W | 5 credits | 2V + 1U + 1A | M. Sachan, T. Sinha | |
| 263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | A. Krause | |
| 263-5255-00L | Foundations of Reinforcement Learning Number of participants limited to 190. Last cancellation/deregistration date for this graded semester performance: Thursday, 28 October 2021! Please note that after that date no deregistration will be accepted and the course will be considered as "fail". | W | 5 credits | 2V + 2A | N. He | |
| Minor in Networking | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-1411-00L | Security of Wireless Networks | W | 6 credits | 2V + 1U + 2A | S. Capkun, K. Kostiainen | |
| 263-4640-00L | Network Security | W | 8 credits | 2V + 2U + 3A | A. Perrig, S. Frei, M. Legner, K. Paterson | |
| 227-0575-00L | Advanced Topics in Communication Networks | W | 6 credits | 2V + 2U | L. Vanbever | |
| Minor in Programming Languages and Software Engineering | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0237-00L | Concepts of Object-Oriented Programming | W | 8 credits | 3V + 2U + 2A | P. Müller | |
| 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 | |
| Minor in Systems Software | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | S. Capkun, A. Perrig | |
| 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 | |
| 263-3845-00L | Data Management Systems | W | 8 credits | 3V + 1U + 3A | G. Alonso | |
| 263-3850-00L | Informal Methods | W | 5 credits | 2G + 2A | D. Cock | |
| Minor in Theoretical Computer Science | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 10 credits | 3V + 2U + 4A | A. Steger | |
| 252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann, C. Cotrini Jimenez | |
| 252-1407-00L | Algorithmic Game Theory | W | 7 credits | 3V + 2U + 1A | P. Penna | |
| 252-1425-00L | Geometry: Combinatorics and Algorithms | W | 8 credits | 3V + 2U + 2A | B. Gärtner, E. Welzl, M. Hoffmann, M. Wettstein | |
| 263-4500-00L | Advanced Algorithms Takes place for the last time. | W | 9 credits | 3V + 2U + 3A | M. Ghaffari, G. Zuzic | |
| 401-3055-64L | Algebraic Methods in Combinatorics | W | 6 credits | 2V + 1U | B. Sudakov | |
| 401-3901-00L | Linear & Combinatorial Optimization | W | 11 credits | 4V + 2U | R. Zenklusen | |
| Elective Courses (only for Programme Regulations 2020) Students can individually chose from the entire Master course offerings in the area of Computer Science (or a closely related field), from ETH Zurich, EPF Lausanne, the University of Zurich and - but only with the consent of the Director of Studies - from all other Swiss universities. | ||||||
| Number | Title | Type | ECTS | Hours | Lecturers | |
| 252-0293-00L | Wireless Networking and Mobile Computing | W | 4 credits | 2V + 1U | S. Mangold | |
| 263-0600-00L | Research in Computer Science Only for Computer Science MSc. | W | 5 credits | 11A | Professors | |
| 227-2210-00L | Computer Architecture | W | 8 credits | 6G + 1A | O. Mutlu | |