Yes, it's taxable. Confirm it with this IRS free tool.
See if you can apply more of the money to qualified, required educational expenses. If you can reduce the $3k in unearned income to $2100, there will be no need to fill out Form 8615 (the kiddie tax).
You may be able to claim an educational tax credit, in any case.