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Rule-based systems and machine learning aren't as different as people make them sound.

Community description: I started Module 1 of #MLZoomcamp by Alexey Grigorev this week, and two things clicked for...

Dev.to | Sep 27, 2026 | Anthony Gicheru

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Works fine, until spam changes and you're adding another rule. Checking whether data is reliable enough before building on it. Cleaning and reshaping raw data into something usable.

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