Are there academic program (e.g. IB, AP, STEM) based scholarships?

Yes, scholarships exist based on your field of study—especially STEM. But we don’t see so many awards that require an IB or AP diploma. If you have a credential like that, it’s not bad, but it won’t necessarily open many extra scholarship doors for you the way your program of study in college or university will.