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Covers the basics of Probability Density Function (PDF) in probability theory.
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Explores threshold exceedances and the Generalized Pareto Distribution for modeling extreme data points above a specified level.
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Offers a review of key probability concepts, including probability spaces, events, and random variables.
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Explores Maxwell's distribution of molecular speeds in gases and its temperature dependence.
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Explores Bayes' Theorem for defective parts detection, discrete random variables, and distribution functions, with practical examples and exercises.
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Covers properties and calculations related to the normal distribution, including probabilities and quantiles.
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Explores different modes of convergence for random variables.

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