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The video tutorial covers the selfie questions for binomial distribution, referencing the equation on page 67 of the FE Handbook 10.0.1. It explains that p is the probability of success, q is the probability of failure, x represents the set being looked at (e.g., two out of eight samples), and n is the number of trials. The total probability is determined by a combination of n and x, with the number of possible combinations being a key factor.