Mathematics and Programming for Machine Learning with R From the Ground Up | Software Networking & Security

Product Description

Based on the author’s experience in teaching data science for more than 10 years Mathematics and Programming for Machine Learning with R: From the Ground Up reveals how machine learning algorithms do their magic and explains how these algorithms can be implemented in code. It is designed to provide readers with an understanding of the reasoning behind machine learning algorithms as well as how to program them. Written for novice programmers the book progresses step-by-step providing the coding skills needed to implement machine learning algorithms in R. The book begins with simple implementations and fundamental concepts of logic sets and probability before moving to the coverage of powerfu…