Statistical Learning Methods and Stochastic Control

WS 2020/21

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

Lecturers

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).



Prerequisites

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

 

 

 

Contact

To the top of the page