Machine Learning, Clustering, Data Science, Unsupervised Learning, Towards Data Science.
unobserved data is a function of your model parameters. Expectation-Maximization tries to get around this by iteratively guessing a distribution for the unobserved data, then estimating the model parameters by maximizing something that is a lower bound on the actual likelihood function, and