Machine learning vs. Deep learning vs. Artificial intelligence

- [Narrator] In this lesson,…we're going to try to develop an understanding…of how the fields of machine learning, deep learning,…and artificial intelligence are related.…These terms are wrongfully used interchangeably.…As we work through clarifying what machine learning is,…I also want to be clear about what it is not.…Just doing a simple Google search of these terms…will return hundreds of Venn diagrams…attempting to describe how these three terms are related.…Here's one such example,…and I only show this just to illustrate…how difficult it is to understand some of these diagrams.…

There's just way too much going on here…to really understand the certain relationships…that we're interested in.…What I'm hoping to lay out in the coming slides…is a much more simplified explanation…of how these terms are related.…So beginning with machine learning.…This is the definition that we saw back in lesson one.…Machine learning is the process…of fitting functions to examples…and then using that function to generalize…and make predictions about new examples.…