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[N] FedML AI platform releases the world's federated learning open platform on the public cloud with an in-depth introduction of products and technologies!
Aug. 10, 2022, 1:04 a.m. | /u/FedML
Machine Learning www.reddit.com
FedML Open Source: [https://github.com/FedML-AI](https://github.com/FedML-AI)
FedML Platform: [https://open.fedml.ai](https://open.fedml.ai)
FedML Use Cases: [https://open.fedml.ai/platform/appStore](https://open.fedml.ai/platform/appStore)
FedML Documentation: [https://doc.fedml.ai](https://doc.fedml.ai)
FedML Research: [https://fedml.ai/research-papers/](https://fedml.ai/research-papers/)
Federated learning (FL) is a machine learning paradigm where many clients (e.g., edge servers or mobile/IoT devices) collaboratively train a model while keeping the training data decentralized. It has shown huge potential in mitigating many of the systemic privacy risks, regulatory restrictions, and communication costs resulting from the traditional, over-the-cloud machine learning and data science approaches in healthcare, finance, smart …
ai ai platform cloud federated learning introduction learning machinelearning platform products public public cloud releases technologies
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