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Arik Chakma 274082fd77 feat: clean roadmap content and sync scripts (#10181) 
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* refactor: move shared helpers into scripts/lib
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Random Module

NumPy's random module generates pseudorandom numbers and samples. It provides functions for creating random arrays, sampling from distributions (normal, uniform, binomial), and setting a seed for reproducibility. Random number generation is used in simulation, bootstrapping, and initializing machine learning models.

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