Question

K- mean and gaussian mixture model: what is the difference between k-means and em

Answer 1

-means/Mixture of Gaussians tries to break them into clusters. Let's says we are aiming to break them into three clusters, as above. K means will start with the assumption that a given data point belongs to one cluster.