The revised simplex method is a central algorithm in linear programming for solving optimization problems efficiently. This paper offers a detailed, step-by-step exposition of its procedure tailored for learners and practitioners. Without performing comparative analyses, we focus on explaining each computational stage clearly. We illustrate the method through two (2) numerical examples to demonstrate its practical utility. The result is an accessible guide that bridges theorem and implementation, empowering readers to apply the method themselves