Maximum Likelihood, Estimations, Statistics, Data Science, Likelihood.
function represents the probability of observing the given data under a specific set of parameter values. In simpler terms, MLE seeks to find the values of the parameters that make the observed data most probable. Mathematically, if we denote the likelihood function as L(θ; x), where θ represents