Explainable AI
James Ferry
In an era where artificial intelligence (AI) shapes critical decisions in healthcare, finance, law, and beyond, understanding how AI arrives at its conclusions is paramount. "Explainable AI: Demystifying AI Decisions" is an essential guide that unveils the inner workings of AI models, making them transparent and understandable to all.
Authored by experts at the forefront of AI research and application, this book demystifies the complex algorithms that underpin modern AI systems. It introduces readers to the core principles of Explainable AI (XAI) — transparency, interpretability, accountability, and fairness — and illustrates how these principles ensure AI decisions align with ethical standards and regulatory requirements.
Through practical examples and case studies, "Explainable AI" equips readers with the tools to:
Understand AI DecisionsDetect and Mitigate BiasEnhance Trust and AccountabilityNavigate Ethical Challenges"Explainable AI" provides invaluable knowledge and practical guidance. It empowers readers to harness the potential of AI responsibly, ensuring that AI technologies benefit society while upholding ethical standards and transparency.
Duration - 17h 2m.
Author - James Ferry.
Narrator - James Ferry.
Published Date - Sunday, 28 January 2024.
Copyright - © 2024 James Ferry ©.
Location:
United States
Description:
In an era where artificial intelligence (AI) shapes critical decisions in healthcare, finance, law, and beyond, understanding how AI arrives at its conclusions is paramount. "Explainable AI: Demystifying AI Decisions" is an essential guide that unveils the inner workings of AI models, making them transparent and understandable to all. Authored by experts at the forefront of AI research and application, this book demystifies the complex algorithms that underpin modern AI systems. It introduces readers to the core principles of Explainable AI (XAI) — transparency, interpretability, accountability, and fairness — and illustrates how these principles ensure AI decisions align with ethical standards and regulatory requirements. Through practical examples and case studies, "Explainable AI" equips readers with the tools to: Understand AI DecisionsDetect and Mitigate BiasEnhance Trust and AccountabilityNavigate Ethical Challenges"Explainable AI" provides invaluable knowledge and practical guidance. It empowers readers to harness the potential of AI responsibly, ensuring that AI technologies benefit society while upholding ethical standards and transparency. Duration - 17h 2m. Author - James Ferry. Narrator - James Ferry. Published Date - Sunday, 28 January 2024. Copyright - © 2024 James Ferry ©.
Language:
English
Opening Credits
Duration:00:11:27
Chapter 1
Duration:30:12:58
Chapter 2
Duration:27:37:40
Chapter 3
Duration:17:10:07
Chapter 4
Duration:45:37:45
Chapter 5
Duration:15:16:48
Chapter 6
Duration:27:35:21
Chapter 7
Duration:11:22:19
Chapter 8
Duration:11:51:57
Chapter 9
Duration:11:36:24
Chapter 10
Duration:07:02:46
Conclusion
Duration:03:14:44
Ending Credits
Duration:00:12:25