Artificial Intelligence (AI) and Machine Learning (ML) are terms of interest to business people, technicians, and researchers around the world. Most descriptions of the terms oversimplify their true relationship. This paper provides a foundation for understanding artificial intelligence, describes how AI is now based on a foundation of machine learning, and provides an overview of AWS machine learning services.