Machine Learning, Deep Learning, Neural Networks, Heartbeat, Mlops.
in deep neural networks Regularization methods L2 regularization Dataset augmentation Early stopping Why do we need regularization? Before we go into the actual discussion of regularization, we’ll start by learning the concept of bias-variance trade-off. Let’s assume that we have taken 1D toy data