Subsampling from different distribution data?

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I have a simple question. Thanks for helping me

Is there any difference between simple random subsampling a set with uniform distribution and a set with normal distribution?

How can I subsample in MATLAB from a set with uniform distribution such that the mean of subsampled is nonzero?