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Introduction to Responsible AI: Implement Ethical AI Using Python

Language EnglishEnglish
Book Paperback
Book Introduction to Responsible AI: Implement Ethical AI Using Python Shaleen Bengani
Libristo code: 44238238
Publishers APRESS, November 2023
Learn and implement responsible AI models using Python. This book will teach you how to balance ethi... Full description
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17 863 Ft
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Learn and implement responsible AI models using Python. This book will teach you how to balance ethical challenges with opportunities in artificial intelligence.



The book starts with an introduction to the fundamentals of AI, with special emphasis given to the key principles of responsible AI. The authors then walk you through the critical issues of detecting and mitigating bias, making AI decisions understandable, preserving privacy, ensuring security, and designing robust models. Along the way, you'll gain an overview of tools, techniques, and code examples to implement the key principles you learn in real-world scenarios.



The book concludes with a chapter devoted to fostering a deeper understanding of responsible AI's profound implications for the future. Each chapter offers a hands-on approach, enriched with practical insights and code snippets, enabling you to translate ethical considerations into actionable solutions.



What You Will Learn



  • Understand the principles of responsible AI and their importance in today's digital world
  • Master techniques to detect and mitigate bias in AI
  • Explore methods and tools for achieving transparency and explainability
  • Discover best practices for privacy preservation and security in AI
  • Gain insights into designing robust and reliable AI models











Who This Book Is For



AI practitioners, data scientists, machine learning engineers, researchers, policymakers, and students interested in the ethical aspects of AI
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About the book

Full name Introduction to Responsible AI: Implement Ethical AI Using Python
Author Shaleen Bengani, Saravanan S
Language English
Binding Book - Paperback
Date of issue 2023
Number of pages 115
EAN 9781484299814
ISBN 1484299817
Libristo code 44238238
Publishers APRESS
Weight 310

Categories

Computing & Information Technology > Computer programming / software engineering > Programming & scripting languages: general
Computing & Information Technology > Computer science > Artificial intelligence
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