Algebra-based physics focuses on concepts using primarily algebra and some trigonometry, while calculus-based physics incorporates calculus to derive formulas and understand deeper relationships in physics. Calculus allows for the integration of small contributions to find total effects, making it easier to understand complex phenomena. Although both courses cover similar topics, calculus-based physics offers a more elegant and abstract approach, often replacing numerous ad-hoc formulas with a smaller set of fundamental equations. The discussion highlights that while algebra-based physics simplifies concepts, calculus-based physics provides a more comprehensive understanding, especially in advanced topics like electromagnetism and dynamics. Ultimately, calculus is essential for progressing in physics and many scientific fields, despite some curricula still offering algebra-based courses for non-science majors.