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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 Perceptron model, including the learning algorithm for separable and non-separable cases, Stochastic Gradient Descent, and Fisher's Linear Discriminant. It also discusses the convergence of algorithms, risk minimization, and generative classification.