Building Sustainable AI/ML Solutions in the Cloud with Federated Learning

Written by sharmi1206 | Published 2021/06/22
Tech Story Tags: data-science | big-data | machine-learning | artificial-intelligence | google-cloud-platform | hackernoon-top-story | federated-learning | climate-change

TLDR 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.via the TL;DR App

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Written by sharmi1206 | https://www.linkedin.com/in/sharmistha-chatterjee-7a186310/
Published by HackerNoon on 2021/06/22