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representation learning

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**representation learning**

What is representation learning?

Representation learning is a set of techniques that allows a system to automatically discover the representations needed for feature detection or classification from raw data. This replaces manual feature engineering and allows machines to both learn the features and use them to perform a task. Common uses include image recognition, natural language processing, and recommendation systems, where learned representations improve performance and reduce the need for domain expertise in feature design.

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