Suchergebnis: Lerneinheiten im Herbstsemester 2018
Data Science Master | ||||||
Kernfächer | ||||||
Datenanalyse | ||||||
Information and Learning | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
---|---|---|---|---|---|---|
252-0535-00L | Advanced Machine Learning | W | 8 KP | 3V + 2U + 2A | J. M. Buhmann | |
Statistics | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
401-3621-00L | Fundamentals of Mathematical Statistics | W | 10 KP | 4V + 1U | S. van de Geer | |
Datenmanagement und Datenverarbeitung | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
263-3010-00L | Big Data | W | 8 KP | 3V + 2U + 2A | G. Fourny | |
263-4500-10L | Advanced Algorithms (with Project) Only for Data Science MSc. | W | 8 KP | 2V + 2U + 2P + 1A | M. Ghaffari, A. Krause | |
Wählbare Kernfächer | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
151-0563-01L | Dynamic Programming and Optimal Control | W | 4 KP | 2V + 1U | R. D'Andrea | |
252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 8 KP | 3V + 2U + 2A | A. Steger | |
252-1414-00L | System Security | W | 5 KP | 2V + 2U | S. Capkun, A. Perrig | |
261-5130-00L | Research in Data Science | W | 6 KP | 13A | 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 | 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 + 3A | 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 | F. Perez Cruz | |
263-5210-00L | Probabilistic Artificial Intelligence | W | 4 KP | 2V + 1U | A. Krause | |
263-5902-00L | Computer Vision | W | 6 KP | 3V + 1U + 1A | M. Pollefeys, V. Ferrari, L. Van Gool | |
401-0625-01L | Applied Analysis of Variance and Experimental Design | W | 5 KP | 2V + 1U | L. Meier | |
401-3054-14L | Probabilistic Methods in Combinatorics | W | 6 KP | 2V + 1U | 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 | A.‑S. Sznitman | |
401-3612-00L | Stochastic Simulation | W | 5 KP | 3G | F. Sigrist | |
401-3627-00L | High-Dimensional Statistics Findet dieses Semester nicht statt. | W | 4 KP | 2V | P. L. Bühlmann | |
401-3901-00L | Mathematical Optimization | W | 11 KP | 4V + 2U | R. Weismantel | |
401-4619-67L | Advanced Topics in Computational Statistics Findet dieses Semester nicht statt. | W | 4 KP | 2V | N. Meinshausen | |
401-4623-00L | Time Series Analysis | W | 6 KP | 3G | 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 Analysis, Models, and Machine Learning | W | 6 KP | 4G | H.‑A. Loeliger | |
227-0689-00L | System Identification | W | 4 KP | 2V + 1U | R. Smith | |
Interdisziplinäre Wahlfächer | ||||||
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 | T. Delbrück, G. Indiveri, S.‑C. Liu | |
227-0945-00L | Cell and Molecular Biology for Engineers I This course is part I of a two-semester course. | W | 3 KP | 2G | C. Frei | |
261-5100-00L | Computational Biomedicine Number of participants limited to 60. | W | 4 KP | 2V + 1U | G. Rätsch | |
261-5112-00L | Advanced Approaches for Population Scale Compressive Genomics Number of participants limited to 30. | W | 3 KP | 2G | A. Kahles | |
636-0017-00L | Computational Biology | W | 6 KP | 3G + 2A | T. Stadler, C. Magnus, T. Vaughan | |
701-0023-00L | Atmosphäre | W | 3 KP | 2V | E. Fischer, T. Peter | |
701-0473-00L | Wettersysteme | W | 3 KP | 2G | M. A. Sprenger, F. Scholder-Aemisegger | |
701-1251-00L | Land-Climate Dynamics Number of participants limited to 36. | W | 3 KP | 2G | S. I. Seneviratne, E. L. Davin | |
101-0417-00L | Transport Planning Methods | W | 6 KP | 4G | K. W. Axhausen | |
101-0491-00L | Agent Based Modeling in Transportation | W | 6 KP | 4G | T. J. P. Dubernet, M. Balac | |
103-0227-00L | Cartography III | W | 5 KP | 4G | L. Hurni | |
103-0237-00L | GIS III | W | 5 KP | 3G | M. Raubal | |
103-0778-00L | GIS and Geoinformatics Lab | W | 4 KP | 4P | M. Raubal | |
227-0575-00L | Advanced Topics in Communication Networks (Autumn 2018) | W | 6 KP | 2V + 2U | L. Vanbever | |
263-3900-00L | Communication Networks Seminar Number of participants limited to 20. 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 KP | 2S | A. Singla | |
401-3922-00L | Life Insurance Mathematics | W | 4 KP | 2V | M. Koller | |
401-3925-00L | Non-Life Insurance: Mathematics and Statistics | W | 8 KP | 4V + 1U | M. V. Wüthrich | |
401-3928-00L | Reinsurance Analytics | W | 4 KP | 2V | P. Antal, P. Arbenz | |
401-4889-00L | Mathematical Finance | W | 11 KP | 4V + 2U | M. Schweizer | |
401-8905-00L | Financial Engineering (University of Zurich) Der Kurs muss direkt an der UZH belegt werden. UZH Modulkürzel: MFOEC200 Beachten Sie die Einschreibungstermine an der UZH: Link | W | 6 KP | 4G | Uni-Dozierende | |
851-0252-13L | Network Modeling Particularly suitable for students of D-INFK | W | 3 KP | 2V | C. Stadtfeld, V. Amati | |
851-0252-17L | Network Analysis Lab (with Exercises) Only for Data Science MSc. | W | 5 KP | 2V + 1U | U. Brandes | |
851-0735-09L | Workshop & Lecture Series on the Law & Economics of Innovation | W | 2 KP | 2S | S. Bechtold, H. Gersbach, A. Heinemann | |
Data Science Projektkurs | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
263-3300-00L | Data Science Lab Only for Data Science MSc. | O | 14 KP | 9P | A. Krause, C. Zhang | |
Seminar | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
252-5051-00L | Advanced Topics in Machine Learning Number of participants limited to 40. 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 KP | 2S | J. M. Buhmann, A. Krause, G. Rätsch | |
263-3504-00L | Hardware Acceleration for Data Processing 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 KP | 2S | G. Alonso, T. Hoefler, C. Zhang | |
GESS Wissenschaft im Kontext | ||||||
» Empfehlungen aus dem Bereich Wissenschaft im Kontext (Typ B) für das D-INFK | ||||||
» siehe Studiengang Wissenschaft im Kontext: Sprachkurse ETH/UZH | ||||||
» siehe Studiengang Wissenschaft im Kontext: Typ A: Förderung allgemeiner Reflexionsfähigkeiten | ||||||
Master-Arbeit | ||||||
Nummer | Titel | Typ | ECTS | Umfang | Dozierende | |
261-0800-00L | Master's Thesis Zur Master-Arbeit wird nur zugelassen, wer: das Bachelor-Studium erfolgreich abgeschlossen hat; allfällige Auflagen für die Zulassung zum Studiengang erfüllt hat in der Kategorie "Kernfächer" mindestens 50 KP erworben hat, darunter die je minimal erforderlichen 16 KP in den Unterkategorien "Datenanalyse" sowie "Datenmanagement und Datenverarbeitung" und in der Kategorie "Data Science Projektkurs" die erforderlichen 14 KP erworben hat. | O | 30 KP | 64D | Professor/innen |