C3_W1 Quiz 1

So, here is the solution to the problem.

P(X|Y) = P(X∩Y)/P(Y)

P(X∩Y) = P(X) * P(Y|X)

P(X∩Y) = 5000/9000 * 1500/5000 = 15/90

P(Y) = P(X) * P(Y|X) + P(𝑋𝑐) * P(Y|𝑋𝑐)

P(Y) = 15/90 + (4000/9000 * 3000/4000)

P(Y) = 15/90 + 15/90 = 30/90

P(X|Y) = 15/90 * 90/30

P(X|Y) = 15/30 = 1/2

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