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Hands-on AI and data courses built around the datasets and models on the hub — plus the courses from other providers that people most often recommend.

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Data for AI beginner Featured

Working with datasets for AI

Read a dataset card, load the data with pandas, deal with missing values, and check you are allowed to use it.

4 lessons 58 min Free For people
Data for AI intermediate

Labelling data well

Guidelines, agreement and the quality controls that make labels worth training on.

3 lessons 26 min Free For people
Data for AI beginner

Documenting datasets

Writing the card that lets somebody else use data correctly — including you, later.

3 lessons 25 min Free For people