BitXLanka.Com- Sri Lanka Bitcoin & Crypto Currency Tracker logo BitXLanka.Com- Sri Lanka Bitcoin & Crypto Currency Tracker logo
Cryptopolitan 2021-09-15 09:48:45

How Is Federated Learning Implemented on Phoenix Global?

To improve GPS navigation, MIT researchers are tagging road features on digital maps through Machine learning. Beyond GPS navigation, Machine learning has seen application in many fields ranging from medicine to financial analysis. Machine learning is constantly evolving because it is a science to educate computers to act like humans in real-life situations. The role of the Internet of Things in a revolutionary society cannot be ignored. The Internet of Things can use advanced machine learning (ML) algorithms for its applications. However, because a large amount of data is stored on a central cloud server, using centralized machine learning algorithms is not a viable option due to huge computational costs and privacy leak issues.  In this case, blockchain can improve the privacy of IoT networks, allowing them to decentralize without any central authority. However, it remains a challenging task to use sensitive and massive data stored in a distributed manner for application purposes. To overcome this difficult task, Federated Learning (FL) is a new type of ML. This most promising solution can bring learning to end devices without sharing private data with a central server. In simple terms, Federated Learning allows companies to share data in a “closed-loop system.”  Federated Learning (or Collaborative Learning) As a fully decentralized machine learning technique, Federated Learning is a step up from the ...

Read the Disclaimer : All content provided herein our website, hyperlinked sites, associated applications, forums, blogs, social media accounts and other platforms (“Site”) is for your general information only, procured from third party sources. We make no warranties of any kind in relation to our content, including but not limited to accuracy and updatedness. No part of the content that we provide constitutes financial advice, legal advice or any other form of advice meant for your specific reliance for any purpose. Any use or reliance on our content is solely at your own risk and discretion. You should conduct your own research, review, analyse and verify our content before relying on them. Trading is a highly risky activity that can lead to major losses, please therefore consult your financial advisor before making any decision. No content on our Site is meant to be a solicitation or offer.