Great series by Andrej Karpathy on machine learning and training

I’ve been slowly chipping away at this series for months. It’s beyond excellent, but fully digesting everything he’s saying is taking me a while.

I’m also trying to apply each lesson to a side project. I’m failing at most of these projects but it’s helping me cement the lessons and intuitively understand what approaches work, what not, and why.