This blog post is going to be a compilation of most common machine learning concepts for those who are getting started on machine learning.
First of all, the relationship between the AI, ML, and deep learning:
In one sentence: machine learning is an approach to achieve artificial intelligence, and deep learning is a subfield of machine learning.