The Fundamentals of Machine Learning

In this chapter, we will review fundamental concepts in machine learning. We will compare supervised and unsupervised learning; discuss the uses of training, testing, and validation data; and describe applications of machine learning. Finally, we will introduce scikit-learn, and install the tools required in subsequent chapters.