Statistics

One-Hot Encoding Simply Explained

Photo by Myriam Jessier on Unsplash

Introduction

Categorical data is highly useful and appears in nearly every industry and dataset. However, the majority of machine learning algorithms only operate with numeric data because at its fundamentals, computers can only read 1s and 0s. Therefore, we need a method that maps this categoric data into numeric data, so that it can be implemented in…