Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
distribution. Mixture models try to tackle this limitation by combining a set of distributions to create a convex space where we can search for the optimal parameters for such distributions using Maximum Likelihood Estimation (MLE). Mixture Models A Mixture Model is expressed by the following