Responsible AI in the enterprise : practical AI risk management for explainable, auditable, and safe models with hyperscalers and Azure OpenAI

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Bibliographic Details
Main Authors Masood, Adnan (Author), Dawe, Heather (Author)
Format Electronic eBook
LanguageEnglish
Published Birmingham : Packt Publishing, 2023.
Subjects
Artificial intelligence > Industrial applications.
Artificial intelligence > Moral and ethical aspects.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781803249667
1803249668
9781803230528
Physical Description1 online resource (252 pages)

Cover

Table of Contents:
  • Table of ContentsA Primer on Explainable and Ethical AIAlgorithms Gone Wild
  • Bias's Greatest HitsOpening the Algorithmic BlackboxOperationalizing Model MonitoringModel Governance
  • Audit, and Compliance Standards & RecommendationsEnterprise Starter Kit for Fairness, Accountability and TransparencyInterpretability Toolkits and Fairness Measures
  • AWS, GCP, Azure, and AIF 360Fairness in AI System with Microsoft FairLearnFairness Assessment and Bias Mitigation with FairLearn and Responsible AI ToolboxFoundational Models and Azure OpenAI.

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