Responsible AI : Best Practices for Creating Trustworthy AI Systems

Name: Responsible AI
Brand: Pearson Education (US)
SKU: 9780138073923
Price: 4850 KES
Availability: InStock
ISBN: 9780138073923

by CSIRO , Jon Whittle , Liming Zhu , Qinghua Lu , Xiwei Xu

Book Details

Format Paperback / softback

ISBN-10 0138073929

ISBN-13 9780138073923

Publisher Pearson Education (US)

Imprint Addison Wesley

Country of Manufacture US

Country of Publication GB

Publication Date Jan 17th, 2024

Print length 320 Pages

Weight 574 grams

Dimensions 18.80 x 23.20 x 1.90 cms

Product Classification: Artificial intelligence Artificial intelligence (AI)

KSh 4,850.00

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AI systems are solving real-world challenges and transforming industries, but there are serious concerns about how responsibly they operate on behalf of the humans that rely on them. Many ethical principles and guidelines have been proposed for AI systems, but they''re often too ''high-level'' to be translated into practice. Conversely, AI/ML researchers often focus on algorithmic solutions that are too ''low-level'' to adequately address ethics and responsibility. In this timely, practical guide, pioneering AI practitioners bridge these gaps. The authors illuminate issues of AI responsibility across the entire system lifecycle and all system components, offer concrete and actionable guidance for addressing them, and demonstrate these approaches in three detailed case studies.

Writing for technologists, decision-makers, students, users, and other stake-holders, the topics cover:

Governance mechanisms at industry, organisation, and team levels
Development process perspectives, including software engineering best practices for AI
System perspectives, including quality attributes, architecture styles, and patterns
Techniques for connecting code with data and models, including key tradeoffs
Principle-specific techniques for fairness, privacy, and explainability
A preview of the future of responsible AI

Get Responsible AI by CSIRO, Jon Whittle at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Pearson Education (US) and it has 320 pages.