Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
designed to work with high-dimensional data. However, for the sake of visualization, I wrote the code of the EM algorithm from scratch, ran it against a randomly generated dataset of one-dimensional data, and randomly initialized the parameters of the GMM. As expected, I got the following results: