Only when you get smacked by an exam or an assignment you realize that you've been fooling yourself.
The ML and Systems track is pretty hardcore. If you survive those you have pretty good foundational knowledge.
Fair warning though - the program is not a joke. Georgia Tech always leans towards application. You will spend a lot of time writing code and tinkering, but it's worth it if you want to learn a ton.