Federated Learning : Unlocking the Power of Collaborative Intelligence

Lingua: inglese

Editore: Taylor & Francis Ltd (Sales) Jul 2026, 2026

1032738979 / 9781032738970

Serie: Libro 37 di 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics

Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

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Descrizione dell’articolo da parte del venditore

Neuware - Federated Learning: Unlocking the Power of Collaborative Intelligence is a definitive guide to the transformative potential of federated learning. This book delves into federated learning principles, techniques, and applications, and offers practical insights and real-world case studies to showcase its capabilities and benefits.The book begins with a survey of the fundamentals of federated learning and its significance in the era of privacy concerns and data decentralization. Through clear explanations and illustrative examples, the book presents various federated learning frameworks, architectures, and communication protocols. Privacy-preserving mechanisms are also explored, such as differential privacy and secure aggregation, offering the practical knowledge needed to address privacy challenges in federated learning systems. This book concludes by highlighting the challenges and emerging trends in federated learning, emphasizing the importance of trust, fairness, and accountability, and provides insights into scalability and efficiency considerations.With detailed case studies and step-by-step implementation guides, this book shows how to build and deploy federated learning systems in real-world scenarios - such as in healthcare, finance, Internet of things (IoT), and edge computing. Whether you are a researcher, a data scientist, or a professional exploring the potential of federated learning, this book will empower you with the knowledge and practical tools needed to unlock the power of federated learning and harness the collaborative intelligence of distributed systems.Key Features: - Provides a comprehensive guide on tools and techniques of federated learning - Highlights many practical real-world examples - Includes easy-to-understand explanations.…

Codice articolo 9781032738970

Titolo
Federated Learning : Unlocking the Power of Collaborative Intelligence
Autore
M Irfan Uddin
Editore
Taylor & Francis Ltd (Sales) Jul 2026
Anno di pubblicazione
2026
Condizione
Neu
Rilegatura
Taschenbuch
Lingua
inglese
ISBN 10
1032738979
ISBN 13
9781032738970
Peso dell'articolo
277 grammi
Dimensioni
234x156x10 mm
Serie
Libro 37 di 48: Chapman & Hall/CRC Artificial Intelligence and Robotics

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 7 a 10 giorni lavorativiDa 5 a 7 giorni lavorativi
Primo articoloEUR 35,00EUR 45,00
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