Edge 269: A New Series About Federated Learning

Intro to federated learning, the original federated learning and the TensorFlow Federated framework.

Image Credit: Stable Diffusion

In this issue:

1. Introducing the federated learning series.

2. Google’s original federated learning paper.

3. TensorFlow Federated framework.

💡 ML Concept of the Day: A New Series About Federated Learning

Today we are starting a new series about federated learning(FL), one of the most popular deep learning architectures used in distributed systems. Pioneered by Google in 2017, FL has become one of the fundamental techniques to train systems that operate in a decentralized manner. In that category, we can place applications running on mobile or internet of things(IOT) devices and the entire field of edge computing applications.

But how does FL really works?