Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
estimating the parameters of a GMM is driving by the goal of maximizing the GMM likelihood with respect to the parameter set θ over the dataset X. Since our samples are i.i.d., the maximum likelihood estimator over X can be expressed as the product of the individual likelihoods. To simplify the