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Arik Chakma 274082fd77 feat: clean roadmap content and sync scripts (#10181) 
* refactor: clean to roadmap content

* refactor: move shared helpers into scripts/lib
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NumPy

NumPy is the foundational numerical computing library for Python. It provides the ndarray, a fast, multi-dimensional array, and a comprehensive library of mathematical functions that operate on arrays without Python loops. NumPy underpins Pandas, Scikit-learn, and most other scientific Python libraries.

Visit the following resources to learn more:

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