After you understand what Ridge and Lasso regressions are doing, familiarize yourself with the glmnet() package’s documentation. It is a thoroughly tested and well-established package that provides efficient code to compute the penalized regression coefficients for Ridge and Lasso and for combinations, commonly called Elastic Nets.