Machine Learning, Data Science, Statistics, Probability, Editors Pick.
the probability of a randomly sampled data point taking on a particular latent assignment. Z typically belongs to a multinomial distribution or in our case the simpler binomial distribution. θ: the parameters of our underlying statistical model. If we assume an underlying multivariate Gaussian