Vocabulary

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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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Semi-supervised Learning

Machine Learning · Level 2 of 5

Semi-supervised Learning

Learning from a mixture of labeled and unlabeled examples.

Unlabeled data can help when the method's assumptions match the data.

Example

A classifier uses a small labeled photo set and many unlabeled photos.

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Audio transcript

Semi-supervised Learning. Learning from a mixture of labeled and unlabeled examples. Unlabeled data can help when the method's assumptions match the data. For example: A classifier uses a small labeled photo set and many unlabeled photos.

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