# Linear Algebra

## Linear Independence of Vectors and Its Importance This tutorial in dedicated to the concept of linear independence of vectors and its associations with the solution of linear equation systems.

## Vector Norm in Machine Learning – An Introduction In this article, I will explain the vector and matrix norms. You will realize why they are essential, and what is their interpretation? Furthermore, you will learn how to implement them. I start with the definitions and ends it with the matrix norms.

## Matrix Operations In Practice Using Python Have you ever wondered why you need to know matrix operations? The answer is deadly simple: To work with matrices! Above all, I assume you already know the importance of linear algebra in Machine Learning and you are familiar with the basic definitions. Therefore, I do not need to talk about why it is important …

## Basic Linear Algebra Definitions that You Hear Every Day Do you want to start learning Machine Learning and keep hearing buzzwords related to Linear Algebra? Vector, matrix, tensor? Those are basic Linear Algebra Definitions. Here, we introduce some of the most commonly used Linear Algebra definitions.

## The Remarkable Importance of Linear Algebra in Machine Learning In this post, we address the importance of Linear Algebra in Machine Learning and discuss why we have to take it seriously!