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Central Limit Theorem: A sampling distribution of the mean is approximately normally distributed if the sample size is sufficiently large. This is true no matter what the population distribution is.
If you are looking forward towards calculating the Standard Deviation and Standard Error of the Mean in Excel, please check this article.