How Many Chips?

Given 12 chocolate cookies there are 7 chocolate chips that are randomly placed into the cookies. What is the probability that at least one cookie has at least two chips? Each dot in the dot plot below represents the number of cookies (out of twelve) that have more than 1 chip. With only 7 chips, there can never be more than three cookies with multiple chips (why?)

Inspired by this Facebook post...