This post analyses the effects of regularization on a non-linear binary classification problem.

This post analyses the effects of regularization on a non-linear binary classification problem.

This post analyses the effects of regularization on a linear binary classification problem.

This post analyses the effects of regularization on a linear binary classification problem.

This post implements the Ridge regression in Python from scratch. It is applied to a low-degree and high-degree model, compared to a non-regularized model and it is optimized on the validation set.