DAS in Data Science |
Vertiefungen |
Hardware for Machine Learning
Wird im Frühjahrssemester angeboten. |
Image Analysis & Computer Vision |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
---|
263-5902-00L | Computer Vision | W | 6 KP | 3V + 1U + 1A | |
263-5902-00 V | Computer Vision | | | 3 Std. | | M. Pollefeys,
V. Ferrari,
L. Van Gool |
263-5902-00 U | Computer Vision | | | 1 Std. | | M. Pollefeys,
V. Ferrari,
L. Van Gool |
263-5902-00 A | Computer Vision | | | 1 Std. | | M. Pollefeys,
V. Ferrari,
L. Van Gool |
|
Neural Information Processing |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
---|
227-1033-00L | Neuromorphic Engineering I Registration in this class requires the permission of the instructors. Class size will be limited to available lab spots. Preference is given to students that require this class as part of their major. | W | 6 KP | 2V + 3U | |
227-1033-00 V | Neuromorphic Engineering I
Bewilligung der Dozierenden für alle Studierenden notwendig.
**together with University of Zurich** More information at: LinkLecture: Mo 13 - 15h Room: I44 H05 | | | 2 Std. | | T. Delbrück,
G. Indiveri,
S.‑C. Liu |
227-1033-00 U | Neuromorphic Engineering I
Bewilligung der Dozierenden für alle Studierenden notwendig.
**together with University of Zurich** More information at: LinkDates by arrangement. Room to be announced. | | | 3 Std. | n. V. | T. Delbrück,
G. Indiveri,
S.‑C. Liu |
|
Statistics |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
---|
401-0625-01L | Applied Analysis of Variance and Experimental Design | W | 5 KP | 2V + 1U | |
401-0625-01 V | Applied Analysis of Variance and Experimental Design | | | 2 Std. | | L. Meier |
401-0625-01 U | Applied Analysis of Variance and Experimental Design | | | 1 Std. | | L. Meier |
401-0649-00L | Applied Statistical Regression | W | 5 KP | 2V + 1U | |
401-0649-00 V | Applied Statistical Regression | | | 2 Std. | | M. Dettling |
401-0649-00 U | Applied Statistical Regression
Mon 10-12 might not work for all different programmes where this course is offered. On sufficient demand, other slots (tentatively Mon 15-17 or Fri 10-12) for the exercise sessions can be offered. | | | 1 Std. | | M. Dettling |
401-3612-00L | Stochastic Simulation | W | 5 KP | 3G | |
401-3612-00 G | Stochastic Simulation | | | 3 Std. | | F. Sigrist |
401-3621-00L | Fundamentals of Mathematical Statistics | W | 10 KP | 4V + 1U | |
401-3621-00 V | Fundamentals of Mathematical Statistics | | | 4 Std. | | S. van de Geer |
401-3621-00 U | Fundamentals of Mathematical Statistics | | | 1 Std. | | S. van de Geer |
401-4623-00L | Time Series Analysis | W | 6 KP | 3G | |
401-4623-00 G | Time Series Analysis | | | 3 Std. | | N. Meinshausen |
401-3628-14L | Bayesian Statistics | W | 4 KP | 2V | |
401-3628-14 V | Bayesian Statistics
Findet dieses Semester nicht statt. | | | 2 Std. | | |
|
Machine Learning and Artificial Intelligence |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
---|
227-0689-00L | System Identification | W | 4 KP | 2V + 1U | |
227-0689-00 V | System Identification | | | 2 Std. | | R. Smith |
227-0689-00 U | System Identification | | | 1 Std. | | R. Smith |
252-0535-00L | Advanced Machine Learning | W | 8 KP | 3V + 2U + 2A | |
252-0535-00 V | Advanced Machine Learning
Vorlesung: Donnerstag im ML D 28 mit Videoübertragung im ML E 12 Freitag im HG F 1 mit Videoübertragung im HG F 3 | | | 3 Std. | | J. M. Buhmann |
252-0535-00 U | Advanced Machine Learning | | | 2 Std. | | J. M. Buhmann |
252-0535-00 A | Advanced Machine Learning
Project Work, no fixed presence required. | | | 2 Std. | | J. M. Buhmann |
263-2400-00L | Reliable and Interpretable Artificial Intelligence | W | 4 KP | 2V + 1U | |
263-2400-00 V | Reliable and Interpretable Artificial Intelligence | | | 2 Std. | | M. Vechev |
263-2400-00 U | Reliable and Interpretable Artificial Intelligence | | | 1 Std. | | M. Vechev |
263-3210-00L | Deep Learning Maximale Teilnehmerzahl: 300 | W | 4 KP | 2V + 1U | |
263-3210-00 V | Deep Learning | | | 2 Std. | | F. Perez Cruz |
263-3210-00 U | Deep Learning | | | 1 Std. | | F. Perez Cruz |
263-5210-00L | Probabilistic Artificial Intelligence | W | 4 KP | 2V + 1U | |
263-5210-00 V | Probabilistic Artificial Intelligence
Vorlesung im HG E 7 mit Videoübertragung im HG E 3. | | | 2 Std. | | A. Krause |
263-5210-00 U | Probabilistic Artificial Intelligence | | | 1 Std. | | A. Krause |
|
Big Data Systems |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
---|
252-0834-00L | Information Systems for Engineers | W | 4 KP | 2V + 1U | |
252-0834-00 V | Information Systems for Engineers | | | 2 Std. | | G. Fourny |
252-0834-00 U | Information Systems for Engineers | | | 1 Std. | | G. Fourny |
263-2800-00L | Design of Parallel and High-Performance Computing | W | 7 KP | 3V + 2U + 1A | |
263-2800-00 V | Design of Parallel and High-Performance Computing | | | 3 Std. | | T. Hoefler,
M. Püschel |
263-2800-00 U | Design of Parallel and High-Performance Computing | | | 2 Std. | | T. Hoefler,
M. Püschel |
263-2800-00 A | Design of Parallel and High-Performance Computing
Project Work, no fixed presence required. | | | 1 Std. | | T. Hoefler,
M. Püschel |
263-3010-00L | Big Data | W | 8 KP | 3V + 2U + 2A | |
263-3010-00 V | Big Data | | | 3 Std. | | G. Fourny |
263-3010-00 U | Big Data | | | 2 Std. | | G. Fourny |
263-3010-00 A | Big Data
Individual work to get hands-on experience with the technologies covered, no fixed presence required. | | | 2 Std. | | G. Fourny |