If I was paid under 5000 for employee tuition reimbursement, do I need to include this in the scholarship section?

According to the IRS website, it isn't taxable, but TurboTax appears to deduct from my federal return when I do enter the tuition reimbursement amount. see: https://www.irs.gov/publications/p970/ch11.html