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Define transfer learning mathematically and conceptually, and explain a scenario where you would apply it in practice.

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Interview question asked to Data Scientists interviewing at AppDynamics, HelloFresh, Marqeta and other companies. Original question asked: Define transfer learning mathematically and conceptually, and explain a scenario where you would apply it in practice..