In the realm of machine learning, supervised learning is one of the most widely-used techniques for predictive modeling. Linear regression, a simple yet powerful algorithm, is at the core of many supervised learning applications. In this blog post, we will delve into the basics of linear regression, its role in supervised learning, and how you…