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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Inductive Bias

Machine Learning · Level 2 of 5

Inductive Bias

Assumptions that favor some solutions or patterns over others.

Learning requires preferences beyond the observed examples.

Example

A convolutional model reuses the same local detector across an image.

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Audio transcript

Inductive Bias. Assumptions that favor some solutions or patterns over others. Learning requires preferences beyond the observed examples. For example: A convolutional model reuses the same local detector across an image.

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