Data Science Master |
Kernfächer |
Wählbare Kernfächer |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
---|
252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 8 KP | 3V + 2U + 2A | A. Steger,
E. Welzl |
252-1407-00L | Algorithmic Game Theory | W | 7 KP | 3V + 2U + 1A | P. Penna |
252-1414-00L | System Security | W | 5 KP | 2V + 2U | S. Capkun,
A. Perrig |
263-0006-00L | Algorithms Lab Only for master students, otherwise a special permission by the student administration of D-INFK is required. | W | 8 KP | 4P + 1A | A. Steger,
E. Welzl,
P. Widmayer |
263-0007-00L | Advanced Systems Lab Only for master students, otherwise a special permission by the student administration of D-INFK is required. | W | 8 KP | 4P + 1A | G. Alonso |
263-2400-00L | Reliable and Interpretable Artificial Intelligence | W | 4 KP | 2V + 1U | M. Vechev |
263-2800-00L | Design of Parallel and High-Performance Computing | W | 7 KP | 3V + 2U + 1A | T. Hoefler,
M. Püschel |
263-3210-00L | Deep Learning Maximale Teilnehmerzahl: 300 | W | 4 KP | 2V + 1U | T. Hofmann |
263-5210-00L | Probabilistic Artificial Intelligence | W | 4 KP | 2V + 1U | A. Krause |
263-5902-00L | Computer Vision | W | 6 KP | 3V + 1U + 1A | L. Van Gool,
V. Ferrari,
A. Geiger |
401-0625-01L | Applied Analysis of Variance and Experimental Design | W | 5 KP | 2V + 1U | L. Meier |
401-3601-00L | Probability Theory Höchstens eines der drei Bachelor-Kernfächer 401-3461-00L Funktionalanalysis I / Functional Analysis I 401-3531-00L Differentialgeometrie I / Differential Geometry I 401-3601-00L Wahrscheinlichkeitstheorie / Probability Theory ist im Master-Studiengang Mathematik anrechenbar. | W | 10 KP | 4V + 1U | A.‑S. Sznitman |
401-3901-00L | Mathematical Optimization | W | 11 KP | 4V + 2U | R. Weismantel |
401-4619-67L | Advanced Topics in Computational Statistics | W | 4 KP | 2V | N. Meinshausen |
227-0101-00L | Discrete-Time and Statistical Signal Processing | W | 6 KP | 4G | H.‑A. Loeliger |
227-0417-00L | Information Theory I | W | 6 KP | 4G | A. Lapidoth |
227-0427-00L | Signal and Information Processing: Modeling, Filtering, Learning | W | 6 KP | 4G | H.‑A. Loeliger |
227-0689-00L | System Identification | W | 4 KP | 2V + 1U | R. Smith |
151-0563-01L | Dynamic Programming and Optimal Control | W | 4 KP | 2V + 1U | R. D'Andrea |
401-3627-00L | High-Dimensional Statistics Findet dieses Semester nicht statt. | W | 4 KP | 2V | P. L. Bühlmann |
252-0341-01L | Information Retrieval Findet dieses Semester nicht statt. | W | 4 KP | 2V + 1U | T. Hofmann |