A numerical derivative is an approximation of the derivative of a function using discrete data points, often employed when an analytical form of the derivative is difficult or impossible to obtain. It is crucial in computational methods and simulations where continuous functions are represented discretely, allowing for the analysis of rates of change in various scientific and engineering applications.