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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 common probability distributions such as Binomial, Geometric, Negative Binomial, Poisson, and Multinomial, explaining their mean, variance, and moment generating functions. It also delves into special distributions like Uniform, Exponential, Gamma, and Normal distributions, discussing their properties and applications, including entropy and Kullback-Leibler divergence.