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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the Gaussian Mixture Model (GMM), the Expectation-Maximization (EM) algorithm, and the derivation of the E-step and part of the M-step for estimating the proportions pi_1 to pi_K. The slides provide a detailed walkthrough of the EM algorithm for GMM.