Too Long; Didn't Read
This post is dedicated to explaining the concepts of Simple Linear Regression. It’s the first step into Machine Learning and this post will help you understand all you need to know about it. We’ll use Advertising data which is available on the site of USC Marshall School of Business. The advertising data set consists of the sales of a product in 200 different markets, along with advertising budgets for three different media: TV, radio, and newspaper. We will now try to understand how each of these 3 media is associated with sales using Simple Linear regression.