Unfortunately the regulation is not just for commercial use, it is for any non-recreational use, including educational use if you are a paid educator. See their letter on the subject here: https://www.faa.gov/uas/resources/uas_regulations_policy/media/interpretation-educational-use-of-uas.pdf