Counting & Probability · Medium problem

A box contains $12$ light bulbs, of which $3$ are defective. Four bulbs are chosen at random (without replacement). Find the probability that exactly $1$ of the chosen bulbs is defective. Express your answer using $\binom{n}{k}$ notation before simplifying.