Qualified education expenses are tuition expenses paid to an eligible educational institution (most universities and colleges).
If your tuition for your acting class is paid to a school outside the list of eligible educational institution, then it cannot be claimed as education expenses.
Please see this IRS document:
https://www.irs.gov/credits-deductions/individuals/earned-income-tax-credit/eligible-educational-inst