MATHEMATICAL STATISTICS

&

MACHINE LEARNING

Wintersemester 2017-2018:

Mathematical Machine Learning : description and material

Advanced Mesure Theory and Probability Theory : description and material

Random Models with Applications in the Natural Science (Bogota, December 11-15 Dec 2017) :

Here are the notes of the talks on `Mathematical Machine Learning : Learning Theory and Classification'. Here are the exercises, taught by Oleksandr Zadorozhnyi.

R Code example for SVMs : Install library e1071 (for SVM) in an R interface

install.packages("e1071", dep =TRUE)

and then here is an example of code.