Rehabilitation of Historic Schools Act of 2011 - Amends the Internal Revenue Code to allow rehabilitation expenditures for a qualified public educational facility (defined as a school facility which is part of a public elementary or secondary school and is owned by a private, for-profit corporation pursuant to a public-private partnership agreement) to qualify for the rehabilitation tax credit.