Statistical Learning Methods and Stochastic Control

WS 2020/21

Dozent/innen: Prof. Dr.-Ing. C. Ebenbauer
Aufteilung: 2V/2Ü


Prof. Dr.-Ing. Christian Ebenbauer

Place and Time

This course will not be offered in the winter term 2020/21

Course description

This course provides an introduction to the following topics.

  • Bayesian Estimation and Filtering Methods
  • Gaussian Processes for Machine Learning
  • Fundamental Concepts of Machine Learning

Additional information, exercises, and course material

ILIAS (Ingenieurwissenschaften-> Technische Kybernetik -> Aktuelles Semester (Current Semester) -> Statistische Lernverfahren und stochastische Regelung).


Basic knowledge in probability, stochastic processes and modeling or the lecture "Stochastische Prozesse und Modellierung" (Stochastic processes and modeling)





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