Description: Responsible Ai : Best Practices for Creating Trustworthy Ai Systems, Paperback by Csiro (COR); Lu, Qinghua; Whittle, Jon; Xu, Xiwei; Zhu, Liming, ISBN 0138073929, ISBN-13 9780138073923, Brand New, Free shipping in the US 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
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End Time: 2024-11-24T07:54:44.000Z
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Book Title: Responsible Ai : Best Practices for Creating Trustworthy Ai Syste
Number of Pages: 320 Pages
Language: English
Publication Name: Responsible Ai : Best Practices for Creating Trustworthy Ai Systems
Publisher: Addison Wesley Professional
Subject: Intelligence (Ai) & Semantics, General
Publication Year: 2023
Item Height: 0.6 in
Type: Textbook
Item Weight: 18.7 Oz
Item Length: 9 in
Author: Qinghua Lu, Csiro, Liming Zhu, Xiwei Xu, Jon Whittle
Subject Area: Computers, Science
Item Width: 7.4 in
Format: Trade Paperback
