Challenges in Deploying Federated Learning Models

Difference between Federated learning and Normal Machine learning

Conventional Machine learning workflow Image Source: https://deepai.org/publication/two-stage-optimization-for-machine-learning-workflow
Federated Learning Image Source: https://federated.fastforwardlabs.com/

Advantages of Federated learning

Use cases of Federated Learning

Problem with deploying Federated Learning

How to solve this issue?

Use-cases where ownership of data remains the same

Data Standard specification

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