L1 Regularization, L2 Regularization, Pruning, Support Vector Machine.
Regularization: Known as Ridge Regularization, this involves adding the sum of the squared values of the coefficients as a penalty term. Conceptual Visualization: Think of L1 regularization as putting the coefficients under a strict budget constraint, allowing only the most vital ones to be