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Bayes' theorem

Update your beliefs when new evidence shows up.

Bayes' theorem updates probability when new evidence shows up.

Bayes
P(A|B) = P(B|A) · P(A) / P(B)

Used in medical testing, spam filters, and modern machine learning.