The number e can be expressed as an infinite sum of factorial recipriocals. You usually see this for the first time in Calculus I when studying Taylor Series. In this video, we derive that sum using only a few limits, starting with the limit definition of the logarithm.
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https://www.youtube.com/watch?v=B31UMDCdaFY