Machine Learning is a powerful concept that is quietly reshaping our world. It is the breakthrough science that is transforming industries and is a subfield of Artificial Intelligence (AI) that focuses on the development of algorithms and statistical models. This guide explains how computers can perform tasks without being explicitly programmed to do so, and the three primary types of machine learning: supervised, unsupervised, and reinforcement learning.