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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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August 25, 2026

Responsible AI foundations

The vocabulary and the recurring failure patterns — established before the frameworks, and the reason the frameworks exist.

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