Bayes' theorem: updating beliefs from data
The Bayesian view formalizes common sense. You have a hypothesis and observations. The theorem tells how to change confidence in the hypothesis after seeing data. Before: you think the coin is fair. After seven heads in a row: you update. That updated belief is the posterior — your opinion after the facts.
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