Building Sustainable AI/ML Solutions in the Cloud with Federated Learning by@sharmi1206
391 reads
391 reads

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

by Sharmistha Chatterjee8mJune 22nd, 2021
Read on Terminal Reader
Read this story w/o Javascript
tldt arrow

Too Long; Didn't Read

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.

Companies Mentioned

Mention Thumbnail
Mention Thumbnail

Coin Mentioned

Mention Thumbnail
featured image - Building Sustainable AI/ML Solutions in the Cloud with Federated Learning
Sharmistha Chatterjee HackerNoon profile picture
Sharmistha Chatterjee

Sharmistha Chatterjee

@sharmi1206

https://www.linkedin.com/in/sharmistha-chatterjee-7a186310/

About @sharmi1206
LEARN MORE ABOUT @SHARMI1206'S
EXPERTISE AND PLACE ON THE INTERNET.

Share Your Thoughts

About Author

Sharmistha Chatterjee HackerNoon profile picture
Sharmistha Chatterjee@sharmi1206
https://www.linkedin.com/in/sharmistha-chatterjee-7a186310/

TOPICS

THIS ARTICLE WAS FEATURED IN...

Permanent on Arweave
Read on Terminal Reader
Read this story in a terminal
 Terminal
Read this story w/o Javascript
Read this story w/o Javascript
 Lite
L O A D I N G
. . . comments & more!