Machine Learning, Data Science, Statistics, Probability, Editors Pick.
on the EM algorithm. Source: Photo by Author. In this task, the EM algorithm will be used to fit a Gaussian Mixture Model (GMM) to cluster the image into two segments. Our GMM will use a weighted sum of two (k=2) multivariate Gaussian distributions to describe each data point and assign it to the