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Global warming is on the rise due to the presence of the highest levels of carbon dioxide, methane, and nitrous oxide levels compared to the past. Data Scientists, data engineers, and cloud experts all have come forward to create a more sustainable environment by following the best practices in Machine Learning. Instead of a Centralized ML with the server responsible for handling all ML training tasks, in Federated Learning, individual devices train their own local data and send the updated model to the cloud/server, which aggregates the model from different devices.
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