#appliedmathematics

The Math Behind Machine Learning - Gradient Descent vs. Closed Form in Linear Regression

Linear regression is a foundational concept in machine learning often seen as the first step into the world of predictive modeling. At first glance it seems simple - just a line through some points - but understanding the math behind it allows for a better grasp on optimization and machine learning …