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Learn by reducing error

Explore how functions and derivatives meet in learning.

Every lesson can also be read on its own. Begin with the part you need.

  1. Which direction changes the value? →

    Read the sign of a derivative.

  2. Reduce error step by step →

    See how step size and starting point affect the result.

  3. Connect simple functions →

    Distinguish a model output from ground truth.

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