Learn about Linear Regression, Mean Squared Error (MSE), Linear Regression, R-squired, Multiple Linear Regression, Simple Linear Regression, Linearity assumptions, Homoscedasticity, Multicollinearity, Variance Inflation Factor (VIF), Training and testing, Residual Sum of Squares, Total Sum of Squares, Polynomial Regression and Multivariate Polynomial Regression.