Machine Learning has become a key enabling technology for many engineering applications, investigating scientific questions and theoretical problems alike. To s

Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minat

This book presents revised reviewed versions of lectures given during the Machine Learning Summer School held in Canberra, Australia, in February 2002. The lect

An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machi