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Federated Learning: Foundations and Applications

By Rajkumar Buyya Ph.D. (Editor), Anwesha Mukherjee Ph.D. (Editor), Sajal K Das Ph.D. (Editor)
eBook
$200.00
By Rajkumar Buyya Ph.D. (Editor), Anwesha Mukherjee Ph.D. (Editor), Sajal K Das Ph.D. (Editor)
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Federated Learning: Foundations and Applications provides a comprehensive guide to the foundations, architectures, systems, security, privacy, and applications of federated learning. Federated learning has become an increasingly important machine learning technique because it introduces local data analysis within clients and requires exchanging only model parameters between clients and servers. This book covers the fundamental concepts of federated learning, including machine learning, deep...