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Although there are several good books on unsupervised machine learning, we felt that many of them are too theoretical. This book provides practical guide to clu

The purpose of this book is to thoroughly prepare the reader for applied research in clustering. Cluster analysis comprises a class of statistical techniques fo

Although there are several good books on principal component methods (PCMs) and related topics, we felt that many of them are either too theoretical or too adva

Discovering knowledge from big multivariate data, recorded every days, requires specialized machine learning techniques. This book presents an easy to use pract

Guides professionals and students through the rapidly growing field of machine learning with hands-on examples in the popular R programming language Machine lea