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This talk introduces federated learning principles and use cases, then surveys the FATE and OpenFL frameworks and the challenges of orchestrating them in production. It also presents FedLCM, a project for managing federated learning frameworks in multi-cloud environments.
Syllabus
Federated Learning: Unlocking the Values of Discrete Data for Enterprise - Henry Zhang & Layne Peng
Taught by
Linux Foundation