Bayesian Estimation is a statistical method that updates the probability estimate for a hypothesis as more evidence or information becomes available, using Bayes' Theorem as its foundation. It provides a flexible framework for incorporating prior knowledge and observed data to make probabilistic inferences about unknown parameters.