Machine Learning, Clustering, Data Science, Unsupervised Learning, Towards Data Science.
you would in the fully observed case, to get a new estimate of your model parameters. Repeat until convergence. Problems associated with clustering There are a number of problems with clustering. Among them: dealing with large number of dimensions and large number of data items can be problematic