A Short Introduction to Numerical Linear Algebra — Part 1

Ryan Howe
Analytics Vidhya
Published in
6 min readJun 18, 2020

Table Of Contents

  • Introduction
  • Norms
  • SVD


I was originally planning on writing a piece or a few short pieces on non-standard matrix decompositions and or new methods in matrix decompositions. Instead, I’ve decided to write an overview of numerical linear algebra so I can simply refer back to it. This is partly because most of the advances I’ve seen in matrix factorizations actually borrow previous…