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This lecture covers the fundamentals of probability, including calculating event probabilities, working with conditional probabilities, and understanding pairwise and mutual independence. It also explores the limitations of Laplace's definition of probability and provides examples of applying probability concepts to scenarios like dice rolls and coin tosses.