What is really the difference between Artificial intelligence (AI) and machine learning (ML)? Are they actually the same thing?

 In this video by IBM, Jeff Crume explains the differences and relationship between AI & ML, as well as how related topics like Deep Learning (DL) and other types and properties of each.