Bayes Theorem

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Bayes' theorem relates P(A|B) with

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1. **Equation**: Bayes' Theorem states:
   - $P(A|B) = \frac{P(B|A) \cdot P(A)}{P(B)}$
2. **Conceptual Link**: It allows us to reverse the conditioning of events. If we know the likelihood of $B$ given $A$, we can find the posterior probability of $A$ given $B$.
3. **Conclusion**: It fundamentally relates **$P(A|B)$** with **$P(B|A)$**.

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Bayes Theorem

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