What is overfitting and how to prevent it?

Updated May 17, 2026

Short answer

Overfitting occurs when model learns noise instead of pattern.

Deep explanation

It happens when model is too complex relative to data and fails to generalize.

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Real-world example

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Common mistakes

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Follow-up questions

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