Sum of independent normal variables form a new variable that is normally distributed. We apply this result to solve a probability problem.

0:00 answer
5:48 discussion

5:00 see that the approximate answers are close and will not affect the interpretation of the size of the probability., so we don't need to fret about getting an exact answer (unless your course notes say otherwise)