AI, Machine Learning, and Deep Learning Series: Linear Algebra

(Stay tuned, as I keep updating the post while I grow and plow in my deep learning garden:))

This page provides useful resources about Linear Algebra basics for Data Science, AI, ML and DL.

  • The lecture notes paper  by Prof. Petros Drineas (Purdue University) and  Prof. Michael Mahoney (UC Berkeley) — especially Section 2 in the paper

Drineas, P., & Mahoney, M. W. (Dec 24, 2017). Lectures on Randomized Numerical Linear AlgebraarXiv preprint arXiv:1712.08880.  (pdf)