Responsible AI in the Enterprise : Practical AI Risk Management for Explainable, Auditable, and Safe Models with Hyperscalers and Azure OpenAI /

Build and deploy your AI models successfully by exploring model governance, fairness, bias, and potential pitfalls Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn ethical AI principles, frameworks, and governance Understand the concepts of fairness assessment and bi...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Masood, Adnan
Other Authors: Dawe, Heather
Format: Electronic eBook
Language:Inglés
Published: Birmingham : Packt Publishing, Limited, 2023.
Edition:First edition.
Subjects:
Artificial intelligence > Industrial applications.
Artificial intelligence > Moral and ethical aspects.
Intelligence artificielle > Applications industrielles.
Intelligence artificielle > Aspect moral.
Electronic books.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Table of Contents A Primer on Explainable and Ethical AI Algorithms Gone Wild - Bias's Greatest Hits Opening the Algorithmic Blackbox Operationalizing Model Monitoring Model Governance - Audit, and Compliance Standards & Recommendations Enterprise Starter Kit for Fairness, Accountability and Transparency Interpretability Toolkits and Fairness Measures – AWS, GCP, Azure, and AIF 360 Fairness in AI System with Microsoft FairLearn Fairness Assessment and Bias Mitigation with FairLearn and Responsible AI Toolbox Foundational Models and Azure OpenAI.

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