Maxium Likelihood Estimation (MLE)

The Maximum Likelihood Estimation (MLE) is a method of estimating the parameters of a model. The central idea behind MLE is to select that parameters (θ) that make the observed data the most likely. A great note from David Varodayan with practice of Bernoulli, Poisson, Normal