My son weighs 35 pounds and is 37 inches tall.?

I am worried about him becoming overweight. He is turning 3 on April 1st and currently drinks 1% milk. I was wondering if I should switch him to nonfat milk? At his last WIC appointment a few days ago they told me he is in the 75th percentile for weight, so do you think I should switch to nonfat milk?