Machine learning has become ubiquitous in many industries. Online retailers use machine learning to predict what customers will buy, doctors use it to diagnose illnesses, and marketers use it for targeted advertising. These are just a few examples of how machine learning can be applied to improve our society.
I present you here over 20+ machine learning algorithms and 60+ use cases across Supervised Learning, Unsupervised Learning, Deep Learning, and Reinforcement Learning. The types of machine learning are shown in Figure 1.