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This tutorial focuses on calculating probabilities from a binomial distribution. The example given involves a manufacturer claiming a 90% chance of Toffees in a bag. The question asks for the probability that all 20 bags contain Toffees and that more than 18 bags contain Toffees. This is a binomial distribution problem with 20 trials and two outcomes (success and failure) for each bag chosen.