This chapter provides an introduction to the mathematical foundations behind healthcare analytics and machine learning. It is intended mainly for healthcare professionals with little background knowledge of the math required for doing healthcare analytics. By the end of the chapter, you will be familiar with the following:

• Medical decision making paradigms
• The basic machine learning pipeline