a fresh 100-page book on Matrix Calculus (for ML and beyond) is now available for free on arxiv, based on MIT lectures.
> derivatives and jacobians
> derivatives in general vector space
> nonlinear optimizations
> derivatives of random functions
if you're in CS/ML, th... See more