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CRC Press Federated Learning: Collaborative Intelligence - AI Book

Name: Federated Learning: Collaborative Intelligence - AI Book
Brand: CRC Press
Price: 138.44 GBP
Availability: InStock

AI & Machine Learning

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Most common price: £130 (49 days, 63.6%)

Price range: £130 - £138

Price levels: 2 different prices over 77 days

Description

Federated Learning: Unlocking the Power of Collaborative Intelligence is a comprehensive guide from Chapman & Hall/CRC's Artificial Intelligence and Robotics Series that explores how distributed machine learning systems enable organisations to train models across decentralised data sources without compromising privacy or security. This book provides both theoretical foundations and practical applications of federated learning, covering key concepts like data privacy, model aggregation, communication efficiency, and real-world deployment challenges. Ideal for data scientists, machine learning engineers, and AI researchers seeking to understand how collaborative intelligence transforms industries from healthcare to finance, this resource combines technical depth with accessible explanations. Whether you're implementing federated systems in production environments or researching cutting-edge distributed AI architectures, this Chapman & Hall/CRC publication equips you with the knowledge to harness federated learning's transformative potential whilst maintaining data governance and regulatory compliance.

Key Features

Part of the Chapman & Hall/CRC Artificial Intelligence and Robotics Series, offering peer-reviewed expertise in distributed machine learning systems and collaborative intelligence frameworks.

Covers core federated learning principles including privacy-preserving techniques, model aggregation strategies, and communication-efficient protocols for decentralised networks.

Addresses practical implementation challenges such as data heterogeneity, system heterogeneity, and security considerations in real-world federated deployments.

Explores industry applications of federated learning across healthcare, finance, manufacturing, and IoT environments where data privacy and collaborative model training are essential.

Ideal reference for machine learning professionals, researchers, and engineers developing or deploying federated systems in regulated industries.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1032724323
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 15 October 2024
Listed Since: 13 March 2024

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CRC Press Federated Learning: Collaborative Intelligence - AI Book

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This is the most expensive it has ever been. Walk away.

CRC Press Federated Learning: Collaborative Intelligence - AI Book

Price History & Forecast

Price Distribution

Price Analysis

Description

Key Features

Product Specifications

Barcode

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