Vocabulary

Understand the term. Connect the concept.

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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Transformation

Functions & Programming Concepts · Level 2 of 5

Transformation

An operation that converts a representation into another representation.

Some transformations preserve information while others discard it.

Example

A preprocessing step rescales a vector.

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Audio transcript

Transformation. An operation that converts a representation into another representation. Some transformations preserve information while others discard it. For example: A preprocessing step rescales a vector.

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This helps you distinguish a computation’s contract, inputs, outputs, and behavior.

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