Personal Access to Continued Education Act of 2003 - Amends the Internal Revenue Code to: (1) repeal the Lifetime Learning Credit; (2) make the Hope Credit refundable; (3) increase the Hope Credit; (4) specify that such credit shall not be reduced by either Pell grants or supplemental educational opportunity grants; and (5) allow additional qualifying expenses for such credit, including job skills courses.