{"product_id":"9781484299814","title":"Introduction to Responsible AI: Implement Ethical AI Using Python","description":"\u003ch1\u003eIntroduction to Responsible AI: Implement Ethical AI Using Python\u003c\/h1\u003e \u003ch2\u003eManure, Avinash; Bengani, Shaleen; S, Saravanan\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eLearn and implement responsible AI models using Python. This book will teach you how to balance ethical challenges with opportunities in artificial intelligence.\u003c\/p\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003cp\u003eThe 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. \u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the principles of responsible AI and their importance in today's digital world\u003c\/li\u003e\n\u003cli\u003eMaster techniques to detect and mitigate bias in AI\u003c\/li\u003e\n\u003cli\u003eExplore methods and tools for achieving transparency and explainability\u003c\/li\u003e\n\u003cli\u003eDiscover best practices for privacy preservation and security in AI\u003c\/li\u003e\n\u003cli\u003eGain insights into designing robust and reliable AI models\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\n\n\n\n\n\n\n\n\n\n\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e\n\nAI practitioners, data scientists, machine learning engineers, researchers, policymakers, and students interested in the ethical aspects of AI \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2023-11-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484299814\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-9982-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 184\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":44523413864588,"sku":"9781484299814","price":40.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484299814.jpg?v=1776090701","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484299814","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}