How to make a dungeon generator like the binding of Isaac

I was wondering how to make a dungeon generator like this: https://www.youtube.com/watch?v=l8X6hTbrdWM

But I have no idea how he did it, I am new to Java and only have a basic concept of it. So if anyone could help me, that would be appreciated! Thanks!