If it is a regular bank savings account, the interest is taxable.

A better approach is to open a state section 529 college savings plan with you as the account owner and your granddaughter as the beneficiary. The interest earnings is deferred and ultimately tax-free if she uses the money for qualified higher education expenses (e.g., tuition, fees, room and board). Any contributions you make to the plan are removed from your estate.