Upvote:2
Yes, you can. Here's Rutgers, The State University of New Jersey instructions on doing so. I am sure your F-1 "provider" will have similar.
Edit: Here's USCIS of the same. It lists the categories that are not eligible for a change and B1/B2 is not among them and says you need to file a Form I-539.