This book is designed r a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should kn
As a free service to our readers, we are introducing e-Chapters that cover new topics that are not covered in the book. These chapters are dynamic and will change with new trends in Machine Learning. New chapters will be added as time permits.
A pioneer of artificial intelligence shows how the study of causality revolutionized science and the world 'Correlation does not imply causation.' This mantra was invoked by scientists for decades in order to avoid taking positions as to whether one
