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What are the types of transfer learning?

An example of an AI chatbot conversation about types of transfer learning.

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You

What are the different types of transfer learning?

MagicBuddy
MagicBuddy

Transfer learning can be categorized into three main types: inductive, transductive, and unsupervised transfer learning.

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You

Can you explain inductive transfer learning?

MagicBuddy
MagicBuddy

Inductive transfer learning involves transferring knowledge from a source task to a different but related target task, often with labeled data.

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You

What about transductive transfer learning?

MagicBuddy
MagicBuddy

Transductive transfer learning focuses on transferring knowledge from a source domain to a target domain, typically using unlabeled data.

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You

And what is unsupervised transfer learning?

MagicBuddy
MagicBuddy

Unsupervised transfer learning aims to leverage knowledge from a source domain to improve learning in a target domain without labeled data.

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