Learn the essentials of least squares regression with this comprehensive guide. Discover the concept of residuals, understand how to apply the least squares method to find the line of best fit, and explore MIT's 18.02SC Multivariable Calculus course for a deeper dive into the topic. Master linear regression and make accurate predictions!