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Skill: NumPy

August 25, 2026

Python for data

pandas for reshaping, NumPy underneath it, and notebooks kept tidy enough that someone else can rerun them.

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August 25, 2026

Python for AI

The working subset: NumPy, pandas, and enough software practice that your notebooks survive contact with other people.

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