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Derivatives of exponential functions

In this interactive figure, exponential functions of the form are graphed. Drag the slider to change the value of the base, . Play with the interactive figure to get a sense of the derivative . You'll observe that is very similar to . In fact, is a constant multiple of ; . How is that constant determined? Also, is there a base for which ?