Mastering Simple Linear Regression: A Comprehensive Guide with Examples and Applications

Steffi
7 min readApr 16, 2023

It may seem simple linear regression is neglected in the machine learning world of today. But linear regression is one of the most fundamental concepts. It helps to understand higher and more complex algorithms. So, it is important to master this algorithm. In this tutorial, you will learn about the concepts behind simple linear regression. We will also show how to code it in Python.

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Steffi

Software Engineer & ML Research Associate | Passionate about Innovation and Technology