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Part 4: The minimum math you need to understand AI

Before we get into classic machine learning, neural networks, and language models, this chapter takes a different shape: no history, no philosophy, just the minimum toolkit of math for AI you need for the rest of the series to actually click. No heavy formulas, no exams, no flashbacks to university. Just the intuition behind three […]

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How to contribute to Open Source: step-by-step guide

Several years writing code, and only now am I catching up to a mistake I’ve been dragging along the whole time: zero open source contributions. I’d bang my head against a wall if it did any good. Not one team, not one manager, tech lead, or coworker ever brought it up. Repositories, yes, since day […]

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