Ever wondered if logistic loss can be reached via Bernoulli Distribution ?
Before we start first lets get familiar with few terminologies.
Maximum likelihood estimation
Maximum likelihood estimation (MLE) is a method of estimating the parameters of a probability distribution by maximizing a likelihood function.
In simple words it is a way of getting parameters which can maximize our model.
If function is differentiable…