Statistical Learning Methods and Stochastic Control

WS 2019/20

Dozent/innen: Prof. Dr.-Ing. C. Ebenbauer, Dr. Sebastian Trimpe, Dr. Manuel Wüthrich
Aufteilung: 2V/2Ü

Lecturers

Prof. Dr.-Ing. Christian Ebenbauer
Dr. sc. Sebastian Trimpe
Dr. Manuel Wüthrich


Place and Time

Mon 9:45-11:15, V 9.31
Thu 9:45-11:15, V 9.41		  
First lecture: October 21, 2019


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