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£46.99

Manning Publications Privacy-Preserving Machine Learning

Name: Privacy-Preserving Machine Learning
Brand: Manning Publications
Price: 46.99 GBP
Availability: InStock

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Description

Privacy-Preserving Machine Learningis a practical guide to keeping ML data anonymous and secure. You'll learn the core principles behind different privacy preservation technologies, and how to put theory into practice for your own machine learning. Complex privacy-enhancing technologies are demystified through real world use cases forfacial recognition, cloud data storage, and more. Alongside skills for technical implementation, you'll learn about current and future machine learning privacy challenges and how to adapt technologies to your specific needs. By the time you're done, you'll be able to create machine learning systems that preserve user privacy without sacrificing data quality and model performance. Large-scale scandals such as the Facebook Cambridge Analytic a data breach have made many users wary of sharing sensitive and personal information. Demand has surged among machine learning engineers for privacy-preserving techniques that can keep users private details secure without adversely affecting the performance of models.

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Product Specifications

Brand: Manning Publications
Format: paperback
ASIN: 1617298042
Category: Books > Subjects > Computing & Internet > Networking & Security > Security
Domain: Amazon UK
Release Date: 21 April 2023
Listed Since: 23 May 2021

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Manning Publications Privacy-Preserving Machine Learning

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