Linear Algebra for Machine Learning

An overview of linear algebra concepts for machine learning

Luay Matalka
Towards Data Science
12 min readDec 12, 2020

--

Photo by Markus Spiske on Unsplash

Introduction

Linear algebra, via the use of matrices and vectors, along with linear algebra libraries (such as NumPy in Python), allows us to perform a large number of calculations in a more computationally efficient way while using simpler code. Knowing at least the…

--

--

Lead Machine Learning Engineer, specializing in MLOps, with a passion for teaching.