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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 generation model in machine learning, focusing on generative learning algorithms and properties of a cat. It explains decision rules, maximum likelihood estimation, multivariate Gaussian distribution, and Bernoulli distribution. The instructor discusses the log-likelihood of data and Gaussian discriminant analysis.