L1 Regularization, L2 Regularization, Pruning, Support Vector Machine.
Machine Learning models, as powerful as they are, can sometimes “overthink” or “overlearn”. This is where concepts like regularization and pruning come to our rescue. Today, we’re diving deep into L1 and L2 regularization, their applications in linear regression and deep learning, and the art of