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Federated Learning 101

Have you ever noticed how GBoard predicts the next word or emoji for you? Or how about writing half a word in your browser’s address bar to get a list of websites based on your browsing history? Sounds familiar, right? But what does that have to do with Federated Learning…

Machine Learning

11 min read

Federated Learning 101
Federated Learning 101

Jun 14

How Federated Learning can improve ML?

As with most life changes, there will be positive and negative impacts on society as Machine Learning (ML) continues to transform our world. They have had significant advancements in vision, speech recognition and generation, Natural Language Processing, image, and video generation, etc. People today are using ML to dictate on…

Federated Learning

11 min read


Jun 7

Can Federated Learning be used for text auto-complete?

Text completion or prediction has been around for longer than you might think, even before smartphones and computers. Yes, even before that! For example, Lin Yutang’s Chinese typewriter from the 1940s suggested characters that should come after the last typed one. Autocomplete or predictive text can help you type faster…

Machine Learning

6 min read

Can Federated Learning be used for text auto-complete?
Can Federated Learning be used for text auto-complete?

Jun 1

Security failures in FL and how to protect against them!

Data is the fuel for any user or organization in today’s world. It presents a set of facts and statistics that can help in the effective growth of businesses. Organizations depend on internal and external data sources to gather relevant information and make informed decisions. Therefore, they have to be…

Federated Learning

11 min read

Security failures in FL and how to protect against them!
Security failures in FL and how to protect against them!

May 24

Types of Federated Learning

Organizations need to understand user behavior using data to improve their market position. Therefore, businesses solicit user feedback in a variety of ways. For example, Garmin, a well-known technology business, has a dedicated page for customers to submit ideas and suggestions. …

Machine Learning

11 min read

Types of Federated Learning
Types of Federated Learning
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