Setting up the division refers to the process of organizing a polynomial long division or synthetic division by writing the dividend and divisor in a specific arrangement. This crucial step ensures that the division can be carried out systematically, making it easier to find the quotient and remainder. Properly setting up the division is vital for applying the Remainder Theorem and obtaining accurate results when dividing polynomials.