Linear regression in python using Scikit Learn

In this article, we will implement linear regression in Python using scikit-learn and create a real demo and get insights from the results. First of all, we shall discuss what is regression. The statistical methods which helps us to estimate or predict the unknown value of one variable from the known value of related variable is called regression. Determing the line of regression means determining the line of best fit. Linear regression is an algorithm that assumes that the relationship between two elements can be represented by a linear equation (y mx c) and based on that, predict values for any given input.