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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 introduces the fundamental concepts of probability theory, focusing on random experiments, sample spaces, events, and operations on events. It covers definitions, probability calculations, conditional probability, independent events, and Bayes' formula. The instructor explains the importance of these concepts in statistical inference and machine learning.