Describing a binomial random variable as the sum of Bernoulli random variables is intuitive, but a more rigorous way to establish this connection would be via something like moment generating function, but that is out of the scope of this video.
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Binomial Distribution Expected Value and Variance (Alternative Derivation) | Probability Proofs | NatokHD