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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 delves into the statistical view of generative models, exploring the likelihood of data under a model, illustrated through examples like the Gaussian distribution. It explains the concept of maximum likelihood, emphasizing the importance of choosing model parameters that maximize the log-likelihood, and concludes with a summary of the maximum likelihood method.