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Introduction to Probability Theory

Overview It can be said that probability is one of the foundations of machine learning, together with linear algebra and calculus. In this post I would like to provide a basic description of what probability means in an intuitive sense, followed by some essential concepts in probability theory.
Introduction to Probability Theory