Ok, you agree that numerical calculations are important enough to include in the introductory physics course. But what next? First, you could adopt a textbook that supports numerical calculations.

By using Python’s libraries and automation features, you can streamline workflows, perform advanced calculations, and gain deeper insights—all while working within Excel’s familiar interface.