This document outlines a machine learning presentation covering: I) an introduction to machine learning as a subfield of AI concerned with how programs can learn from experience, II) the different types of learning including from examples, being told, and experimentation, and III) the importance of machine learning in helping understand human learning, discovering new information, and filling in incomplete domains.