More often than I like to admit, sadly. Worked a stint with the BIL's tree service years ago and learned several of the local tree species. Easy ones to ID included maple, sycamore, sweet gum and tulip poplar.
I learned the ID of trees in the woodlot back when we were cutting there... willow...