Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
regularized version of Linear Regression that deals particularly well with multicollinearity and performs well when there are more features than observations. For each model, we delved into the underlying theory and mathematical principles, discussed practical implementation with a real-world