Automated machine learning is continually gaining increased exposure, yet there still seems to be some confusion as to what automated machine learning actually is. Is it the same thing as automated data science? Let's start by looking at what data science and machine learning are, as they are defined independently of one another. Data science is the application of the scientific method to the very broad concept of extracting knowledge and insight from data. Just think about how broad and inclusive this description is.