Search Results for: A First Course In Machine Learning Second Edition

Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mat

"This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statist

Traditional books on machine learning can be divided into two groups- those aimed at advanced undergraduates or early postgraduates with reasonable mathematical

"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

A First Course in Machine Learning covers the core mathematical and statistical techniques needed to understand some of the most popular machine learning algori