Data Science

Essential Mathematical Equations for Predictive Models

And how to compute them in Python

Introduction

Mathematical models are equations used to describe behaviours of variables, and if good enough, can be used to predict future behaviour or describe patterns. In this article, I will describe some of the most common and easy-to-fit models using mathematical equations we learned in high school. To fit the models I will use Python via Google Colab. All the code and datasets are also available on…