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This lecture covers fundamental concepts in probability and statistics, including random experiments, events, elementary events, event operations, Venn diagrams, conditional probability, independence, and Bayes' theorem. It explains how to calculate probabilities, analyze events, and determine the likelihood of outcomes in various scenarios.