This book's initial objective is to give you a thorough yet understandable introduction to the key ideas underpinning machine learning. It will answer your following questions: What is education? How does a computer learn? How can the resources required to understand a certain notion be measured? Is it always possible to learn? Can we determine whether learning was successful or unsuccessful?
The presentation of numerous important machine learning algorithms is the second purpose of this free e-book. Understanding Machine Learning will showcase algorithms that offer a wide range of various learning methods while also being effectively applied in practice.