The new edition of a first course in machine learning by rogers and girolami is an excellent introduct about the author simon rogers is a lecturer in the school of computing science at the university of glasgow where he teaches a masters level machine learning course on which this book is based. A first course in machine learning second edition 2016 abstract a first course in machine learning by simon rogers and mark girolami is the best introductory book for ml currently available it combines rigor and precision with accessibility starts from a detailed explanation of the basic foundations of bayesian analysis in the simplest . A first course in machine learning 2nd edition written for undergraduate and graduate students a first course in machine learning covers the core mathematical and statistical techniques needed to understand some of the most popular machine learning algorithms the algorithms presented span the main problem areas within machine learning . The new edition of a first course in machine learning by rogers and girolami is an excellent introduction to the use of statistical methods in machine learning the book introduces concepts such as mathematical modeling inference and prediction providing just in time the essential background on linear algebra calculus and . Find many great new used options and get the best deals for a first course in machine learning second edition by mark girolami and simon rogers 2016 mixed media revised editionnew edition at the best online prices at ebay free shipping for many products