How To Implement Simple Linear Regression From Scratch With Python - Machine Learning Mastery

Linear regression is a prediction method that is more than 200 years old. Simple linear regression is a great first machine learning algorithm to implement as it requires you to estimate properties from your training dataset, but is simple enough for beginners to understand. In this tutorial, you will discover how to implement the simple linear regression algorithm from scratch in Python. How To Implement Simple Linear Regression From Scratch With Python Photo by Kamyar Adl, some rights reserved. This section is divided into two parts, a description of the simple linear regression technique and a description of the dataset to which we will later apply it.