This is great in some aspects but really shallow in others. In fundamentals, I don't see a reference to geometry or calculus. Good luck understanding methods l

This is great in some aspects but really shallow in others. In fundamentals, I don't see a reference to geometry or calculus. Good luck understanding methods like UMap or more modern clustering techniques, optimal transport methods in AI, and more recent gradient techniques without those. Some might say this is more for the AI researcher, but people need to implement bleeding edge stuff all the time.