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How many yes-or-no questions do you need to guess an outcome? That simple puzzle leads straight to one of the most fundamental ideas in information theory — entropy. We start from a guessing game to build the measure of surprise, then derive the entropy formula as the average surprise across all outcomes. From there, we connect entropy to ...
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