Maximum Likelihood, Estimations, Statistics, Data Science, Likelihood.
provides a robust and widely employed method for parameter estimation. In this article, we delve into the intricacies of Maximum Likelihood Estimation, exploring its principles, applications, and the mathematical underpinnings that make it an indispensable tool for statisticians, researchers, and