AI for Developers: Understanding Machine Learning, Neural Networks, and APIs Without the Hype

📰 Dev.to · Paul Robertson

A practical guide for developers new to AI, explaining machine learning concepts through programming analogies, comparing APIs vs custom training, and providing actionable next steps for different AI career paths.

Published 14 Feb 2026
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