Maximum Likelihood, Estimations, Statistics, Data Science, Likelihood.
Machine Learning: MLE has found its way into the heart of machine learning algorithms, particularly in the context of probabilistic models. In Bayesian statistics, MLE is often used to find the maximum a posteriori (MAP) estimate, which combines prior knowledge with the likelihood function.