Prerequisites

The main two requirements for this program, are math and coding. We will normally introduce what we need in classs, but if you need to brush up, we recommend the following free courses at Udacity:

• Python
• Probability and Statistics
• Linear Algebra

Also, Khan Academy has great resources in Probability, Multivariable Calculus, and Linear Algebra, which we invite you to check as well.

For those of you who do want to go in depth and understand the theory behind these concepts, we've also included a lot of the detailed mathematics. Such content is optional and shouldn't prevent you from doing the projects. However, it is encouraged for a theoretical understanding.