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Design and implement a federated learning system and develop applications using existing frameworks

Federated Learning with Python

<span xml:lang="en">Federated Learning with Python: Design and implement a federated learning system and develop applications using existing frameworks</span>

PhD, Kiyoshi Nakayama

Jeno, George

Learn the essential skills for building an authentic federated learning system with Python and take your machine learning applications to the next levelKey FeaturesDesign distributed systems that can be applied to real-world federated learning applications at scaleDiscover multiple aggregation schemes applicable to various ML settings and applicationsDevelop a federated learning system that can be tested in distributed machine learning settingsBook DescriptionFederated learning (FL) is a paradigm-shifting technology in AI that enables and accelerates machine learning (ML), allowing you to...

Learn the essential skills for building an authentic federated learning system with Python and take your machine learning...

Format

Federated Learning with Python

Design and implement a federated learning system and develop applications using existing frameworks

Kiyoshi Nakayama PhD

George Jeno

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