What Is Machine Learning: How It Actually Works
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What Is Machine Learning: How It Actually Works

Corrected by Melik Can Sariyer · on When Notes Fly · 12 July 2026 · View published page ↗

Machine learning explained clearly: supervised vs unsupervised vs reinforcement learning, how models train, real applications, and honest limitations.

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−published in the Journal of Artificial Intelligence Research)
+published in the proceedings of NeurIPS 2021 (Datasets and Benchmarks Track))

Why this is better

Verified fix is fully applied: body text and bibliography entry ('Northcutt, C., Jiang, L., & Chuang, I. (2021). Pervasive Label Errors... NeurIPS 2021. arXiv:2103.14749.') both correctly cite NeurIPS 2021. FAQ field decoded cleanly (ops: base64,json,base64,json, 5 entries) and contains no mention of Northcutt or this study at all. No further changes needed.

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