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Federated Learning : A privacy first approach to ML

Federated Learning : A privacy first approach to ML
ankita_intuit
Wed, 07/28/2021 – 15:19

What is Federated Learning?

Federated Learning is a form of collaborative learning introduced by Google in 2016 to address privacy concerns regarding sharing of data. In a traditional machine learning scenario, the training data, which is stored across multiple data sources / devices,  is expected to be hosted at a centralized location to facilitate model training.

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