Reference/Inspiration: Pattern Recognition and Machine Learning by Christopher M. Bishop. Chapter 9, Figure 9.1. Dataset: Old Faithful dataset Model: K-means Clustering Algorithm: Successive optimization. A simple case of Expectation-Maximization algorithm. [Read More]

The intent of this blog is to summarize and document a personal project I did after completion of a “specialization” on Machine Learning on Coursera platform. This blog documents application of Bernoulli Mixture Models to unsupervised learning of handwritten digits dataset. [Read More]