Thursday, May 30, 2024
No menu items!
HomeCloud ComputingA change in the machine learning landscape

A change in the machine learning landscape

Federated learning marks a milestone in enhancing collaborative model AI training. It is shifting the main approach to machine learning, moving away from the traditional centralized training methods towards more decentralized ones. Data is scattered, and we need to leverage it as training data where it exists.

This paradigm is nothing new. I was playing around with it in the 1990s. What’s old is new again… again. Federated learning allows for the collaborative training of machine learning models across multiple devices or servers, harnessing their collective data without needing to exchange or centralize it. Why should you care? Security and privacy, that’s why.

To read this article in full, please click here

InfoWorld Cloud ComputingRead More

RELATED ARTICLES

LEAVE A REPLY

Please enter your comment!
Please enter your name here

Most Popular

Recent Comments