Data Science Master |
Kernfächer |
Wählbare Kernfächer |
Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
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151-0563-01L | Dynamic Programming and Optimal Control | W | 4 KP | 2V + 1U | |
151-0563-01 V | Dynamic Programming and Optimal Control
The lecture will start in the 2nd week of Semester. | | | 2 Std. | | R. D'Andrea |
151-0563-01 U | Dynamic Programming and Optimal Control
The exercise will start in the 2nd week of Semester. | | | 1 Std. | | R. D'Andrea |
227-0101-00L | Discrete-Time and Statistical Signal Processing | W | 6 KP | 4G | |
227-0101-00 G | Discrete-Time and Statistical Signal Processing | | | 4 Std. | | H.‑A. Loeliger |
227-0417-00L | Information Theory I | W | 6 KP | 4G | |
227-0417-00 G | Information Theory I | | | 4 Std. | | A. Lapidoth |
227-0427-00L | Signal Analysis, Models, and Machine Learning | W | 6 KP | 4G | |
227-0427-00 G | Signal Analysis, Models, and Machine Learning | | | 4 Std. | | H.‑A. Loeliger |
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 |
252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 8 KP | 3V + 2U + 2A | |
252-0417-00 V | Randomized Algorithms and Probabilistic Methods | | | 3 Std. | | A. Steger |
252-0417-00 U | Randomized Algorithms and Probabilistic Methods | | | 2 Std. | | A. Steger |
252-0417-00 A | Randomized Algorithms and Probabilistic Methods
Project Work, no fixed presence required. | | | 2 Std. | | A. Steger |
252-1407-00L | Algorithmic Game Theory | W | 7 KP | 3V + 2U + 1A | |
252-1407-00 V | Algorithmic Game Theory | | | 3 Std. | | P. Penna |
252-1407-00 U | Algorithmic Game Theory | | | 2 Std. | | P. Penna |
252-1407-00 A | Algorithmic Game Theory
Project Work, no fixed presence required. | | | 1 Std. | | P. Penna |
252-1414-00L | System Security | W | 7 KP | 2V + 2U + 2A | |
252-1414-00 V | System Security | | | 2 Std. | | S. Capkun,
A. Perrig |
252-1414-00 U | System Security
The exercises begin in the second week of the semester. | | | 2 Std. | | S. Capkun,
A. Perrig |
252-1414-00 A | System Security | | | 2 Std. | | S. Capkun,
A. Perrig |
261-5130-00L | Research in Data Science Only for Data Science MSc. | W | 6 KP | 13A | |
261-5130-00 A | Research in Data Science | | | 180s Std. | | Professor/innen |
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 + 3A | |
263-0006-00 P | Algorithms Lab | | | 4 Std. | | A. Steger |
263-0006-00 A | Algorithms Lab
Project Work, no fixed presence required. | | | 3 Std. | | A. Steger |
263-0007-00L | Advanced Systems Lab Beschränkte Teilnehmerzahl. Das ASL findet zum letzten Mal in dieser Form statt. Studierende, welche das Lab repetieren, haben Vorrang. Alle anderen besuchen das Lab im FS20! | W | 8 KP | 4P + 3A | |
263-0007-00 P | Advanced Systems Lab
| | | 4 Std. | | G. Alonso |
263-0007-00 A | Advanced Systems Lab
Project Work, no fixed presence required. | | | 3 Std. | | G. Alonso |
263-2400-00L | Reliable and Interpretable Artificial Intelligence | W | 5 KP | 2V + 1U + 1A | |
263-2400-00 V | Reliable and Interpretable Artificial Intelligence | | | 2 Std. | | M. Vechev |
263-2400-00 U | Reliable and Interpretable Artificial Intelligence
No exercise session in the first semester week. Exercise session will start in the second week of the semester. | | | 1 Std. | | M. Vechev |
263-2400-00 A | Reliable and Interpretable Artificial Intelligence | | | 1 Std. | | M. Vechev |
263-2800-00L | Design of Parallel and High-Performance Computing | W | 8 KP | 3V + 2U + 2A | |
263-2800-00 V | Design of Parallel and High-Performance Computing | | | 3 Std. | | M. Püschel,
T. Ben Nun |
263-2800-00 U | Design of Parallel and High-Performance Computing | | | 2 Std. | | M. Püschel,
T. Ben Nun |
263-2800-00 A | Design of Parallel and High-Performance Computing
Project Work, no fixed presence required. | | | 2 Std. | | M. Püschel,
T. Ben Nun |
263-3210-00L | Deep Learning | W | 5 KP | 2V + 1U + 1A | |
263-3210-00 V | Deep Learning
Vorlesung im HG F7 mit Videoübertragung im HG F5. | | | 2 Std. | | T. Hofmann |
263-3210-00 U | Deep Learning | | | 1 Std. | | T. Hofmann |
263-3210-00 A | Deep Learning | | | 1 Std. | | T. Hofmann |
263-5210-00L | Probabilistic Artificial Intelligence | W | 5 KP | 2V + 1U + 1A | |
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 |
263-5210-00 A | Probabilistic Artificial Intelligence | | | 1 Std. | | A. Krause |
263-5902-00L | Computer Vision | W | 7 KP | 3V + 1U + 2A | |
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 | | | 2 Std. | | M. Pollefeys,
V. Ferrari,
L. Van Gool |
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 |
401-3055-64L | Algebraic Methods in Combinatorics | W | 6 KP | 2V + 1U | |
401-3055-64 V | Algebraic Methods in Combinatorics | | | 2 Std. | | B. Sudakov |
401-3055-64 U | Algebraic Methods in Combinatorics
Gruppeneinteilung erfolgt über myStudies.
| | | 1 Std. | | B. Sudakov |
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 | |
401-3601-00 V | Probability Theory | | | 4 Std. | | A.‑S. Sznitman |
401-3601-00 U | Probability Theory
Tue 13-14 or Tue 14-15 starting in the second week of the semester. | | | 1 Std. | | A.‑S. Sznitman |
401-3622-00L | Statistical Modelling | W | 8 KP | 4G | |
401-3622-00 G | Statistical Modelling
Former course title until FS 19: Regression | | | 4 Std. | | C. Heinze-Deml |