The Math Behind Linear Regression

Cristian Leo
Artificial Intelligence in Plain English
10 min readNov 7, 2023

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Photo by Jason Strull on Unsplash

In this article, we’ll take a deep dive into linear regression. We’ll start by explaining the basics of linear regression, and then we’ll move on to more advanced topics, such as:

  • What is Linear Regression
  • Why is Linear Regression useful
  • How Linear Regression works
  • Linear regression assumptions

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A Data Scientist with a passion about recreating all the popular machine learning algorithm from scratch.