Machine Learning, Artificial Intelligence, Deep Learning, Data Science, Mathematics.
Regularization (Ridge) Mathematical Formulation L2 regularization, commonly known as Ridge regression, introduces a different type of penalty to the loss function of a machine learning model compared to L1 regularization. In L2 regularization, the penalty term is the sum of the squares of the model