What is K-Means & GMMs — a dive into Expectation Maximization

Covering the theoretical aspects of K-means, Gaussian Mixture Models, and the completeness score

Photo by Oskar Yildiz on Unsplash

Unsupervised machine learning is teaching the machine learning algorithms to differentiate between data points without the knowledge of true labels. It is fairly more tricky than supervised learning…