Demystifying the Expectation-Maximization (EM) Algorithm

Introduction In the vast realm of machine learning and statistics, Gaussian Mixture Models (GMMs) stand out as a versatile and powerful tool. These models are particularly adept at solving complex problems related to clustering, density estimation, a...