What’s the difference between Maximum Likelihood Estimation (MLE) and Maximum A Posteriori (MAP)?
Maximum Likelihood Estimation (MLE) and Maximum A Posteriori (MAP), are both methods for estimating variable from probability distributions or graphical models. They are similar, as they compute a single estimate, instead of a full distribution.