Today, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learni

"Today, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learn

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp

Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Whi

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning met