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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Masood, Adnan
Otros Autores: Dawe, Heather
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, Limited, 2023.
Edición:First edition.
Temas:
Artificial intelligence > Industrial applications.
Artificial intelligence > Moral and ethical aspects.
Intelligence artificielle > Applications industrielles.
Intelligence artificielle > Aspect moral.
Electronic books.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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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