Conditional Probability & Bayes Theorem

$$P(A|B)=\frac{P(A\cap B)}{P(B)}$$

Bayes Theorem

$$Pr(B|A)=\frac{Pr(B)Pr(A|B)}{Pr(B)Pr(A|B)+Pr(B^C)Pr(A|B^C)}$$