Machine Learning, Deep Learning, Algorithms, Loss Function, Optimization.
function. Until now our main focus has been on parameter estimating via the MLE or MAP. The reason we discussed it before is that both MLE & MAP provide a mechanism to derive the loss function. Let us see some commonly used loss functions. Mean Squared Error (MSE): Mean Squared Error is one of the