[eva1984]

> So the question is, how does an average joe hacker like me exploit and leverage this wonderful thing called deep learning? I'm not interested in reading PHD papers with advanced calculus.

Well reading paper is a must to get to deep learning. Those papers may not be that math heavy once you are used to it. Most of the time, it is about network architecture and loss objectives.