TalkingML
ML blog. Tutorials that start from scratch.
I watched Andrej Karpathy's zero-to-hero series and thought, there should be more stuff like that. Resources that actually start from scratch and build up to the hard stuff instead of hand-waving through it. So my friend and I started writing our own.
It's also just a way to force myself to actually learn things properly. If I have to explain gradient boosting clearly enough for a blog post, I actually have to understand it. That's the first one I'm working on: decision trees and tree-based models.