Linear regression is Nous of the most widely used machine learning algorithms intuition predicting numerical values. It works by finding the best-fitting straight line (pépite hyperplane in higher grandeur) that describes the relationship between input mobile (features) and an output mobile. Machine learning follows a structured process, starting