Responsible Ai in Practice : A Practical Guide to Safe and Human Ai, Paperbac...

by Duke, Toju; Giudici, Paolo

$46 · Offered by eBay

Responsible Ai in Practice : A Practical Guide to Safe and Human Ai, Paperback by Duke, Toju; Giudici, Paolo, ISBN 9798868811654, ISBN-13 9798868811654, Like New Used, Free shipping in the US This book is the first practical book on AI risk assessment and management. It will enable you to evaluate and implement safe and accurate AI models and applications. Th features risk assessment frameworks, statistical metrics and code, a risk taxonomy curated from real-world case studies, and insights into AI regulation and policy, and is an essential tool for AI governance teams, AI auditors, AI ethicists, machine learning (ML) practitioners, Responsible AI practitioners, and computer science and data science students building safe and trustworthy AI systems across businesses, organizations, and universities. The centerpiece of this book is a risk management and assessment framework titled “Safe Human-centered AI (SAFE-HAI),” which highlights AI risks across the following Responsible AI principles: accuracy, sustainability and robustness, explainability, transparency and accountability, fairness, privacy and human rights, human-centered AI, and AI governance. Using several statistical metrics such as Area Under Curve (AUC), Rank Graduation Accuracy, and Shapley values, you will learn to apply Lorenz curves to measure risk and inequality across the different principles and will be equipped with a taxonomy/scoring rubric to identify and mitigate identified risks. This book is a true prac

• ISBN: 9798868811654
• Condition: Fine

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