Time derivatives are mathematical expressions that describe the rate of change of a quantity with respect to time, providing crucial insights into dynamic systems in physics and engineering. They are fundamental in formulating and solving differential equations that model real-world phenomena such as motion, heat transfer, and fluid dynamics.