Generate Synthetic Gauss data with given mean and co-varivance value

I need to generate random Gaussian data for an experiment in python. I mean to generate synthetic data. But I don’t know how to start and how the formula looks like. If I know the formula I can program it in Python. Any help will be appreciated . Thank you.

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