Artificial Intelligence (AI) and Machine Learning (ML) are terms of interest to IT professionals around the world. Most descriptions of the terms oversimplify their true relationship. In order to effectively complete any machine learning (ML)/AI project it is crucial to understand the basics. This paper provides: a foundation for understanding artificial intelligence a description of how AI is now based on a foundation of machine learning an overview of AWS machine learning services.