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Back to the lesson libraryMECHANISM · 12 MIN
M02.3 CONNECT THE MECHANISM

What a representation makes easy to learn

A horizontal stripe and a vertical stripe look identical to a model that only sees their average brightness. See how the inputs you choose decide what a model can ever learn.

LESSON OVERVIEW12 min lesson

Lesson overview

A horizontal stripe and a vertical stripe look identical to a model that only sees their average brightness. See how the inputs you choose decide what a model can ever learn.

What you’ll explore

  • Identify information removed by a feature choice and distinguish inductive assumptions, numerical bias, and evidence leakage in concrete examples.
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Original explanations, connected to the research.

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