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This lesson focuses on conditional probability, represented by P(A|B), which calculates the probability of event A occurring given that event B has already occurred. Using a six-sided die as an example, with event A being odd numbers and event B being numbers 3, 4, and 5, the probability of A given B is calculated by considering how much of A is in B, resulting in a 2/3 likelihood of event A occurring.