Tony is a Geek

“There are an estimated 3 billion smartphones in the world, and 7 billion connected devices," Googlers Alex Ingerman and Krzys Ostrowski  waxed lyrically . "These phones and devices are constantly generating new data ... Wouldn’t it be better if we could run the data analysis and machine learning right on the devices where that data is generated, and still be able to aggregate together what’s been learned?” https://www.tensorflow.org/federated/ TensorFlow Federated (TFF) is an open-source framework for machine learning and other computations on decentralized data. TFF has been developed to facilitate open research and experimentation with  Federated Learning (FL) , an approach to machine learning where a shared global model is trained across many participating clients that keep their training data locally. For example, FL has been used to train  prediction models for mobile keyboards  without uploading sensitive typing data to servers. TFF enables developers ...