A lot of linear algebra is concerned with operations on vectors and matrices, and there are many different types of […]

# Archive | Linear Algebra

## Introduction to Matrices and Matrix Arithmetic for Machine Learning

Matrices are a foundational element of linear algebra. Matrices are used throughout the field of machine learning in the description […]

## Gentle Introduction to Vector Norms in Machine Learning

Calculating the length or magnitude of vectors is often required either directly as a regularization method in machine learning, or […]

## A Gentle Introduction to Vectors for Machine Learning

Vectors are a foundational element of linear algebra. Vectors are used throughout the field of machine learning in the description […]

## A Gentle Introduction to NumPy Arrays in Python

Arrays are the main data structure used in machine learning. In Python, arrays from the NumPy library, called N-dimensional arrays […]

## 5 Reasons to Learn Linear Algebra for Machine Learning

Why Learn Linear Algebra for Machine Learning? Linear algebra is a field of mathematics that could be called the mathematics […]

## A Gentle Introduction to Linear Algebra

What is Linear Algebra? Linear algebra is a field of mathematics that is universally agreed to be a prerequisite to […]

## How to Index, Slice and Reshape NumPy Arrays for Machine Learning

Machine learning data is represented as arrays. In Python, data is almost universally represented as NumPy arrays. If you are […]

## Linear Algebra for Machine Learning

You do not need to learn linear algebra before you get started in machine learning, but at some time you […]