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AI Essentials Guide: Principles for Navigating the Next Tech Renaissance

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معرفی کتاب «AI Essentials Guide: Principles for Navigating the Next Tech Renaissance» نوشتهٔ Joseph H. Peterson، Daniel Harms، James R. Clark و William Hawkins، منتشرشده توسط نشر Apress Media در سال 2024. این کتاب در فرمت pdf، زبان انگلیسی ارائه شده است.

This is a comprehensive exploration into the world of Artificial Intelligence, designed to bridge the gap between theoretical concepts and practical, real-world applications. This book unravels the mystique of AI, breaking down its components into understandable elements. From the early dawn of AI's inception to its current state of rapid evolution, we cover the essential building blocks necessary for leveraging AI in business, and personal development, and understanding its broader impacts on society. Through an engaging conversational format, readers are guided through the intricacies of AI, covering topics such as machine learning, AI governance, data security, and the ethical challenges facing AI today. This book is an invaluable resource for those looking to understand the fundamentals of AI, its practical applications, and its significant implications for the future. After reading this book, you will be able to integrate AI into your business strategies and learn the intricacies of AI advancements. What You Will Learn: Key concepts and definitions within AI, including types of AI, machine learning, and neural networks and how they are utilized in AI apps like M365 Copilot Practical applications of AI for personal and business growth, focusing on the pillars of using AI to evolve these fronts effectively and sustainably How AI is transforming businesses and what organizational shifts must be made to realize the value Navigating the challenges and ethical considerations in AI to ensure informed and responsible usage Who This Book Is For: Professionals looking to integrate AI into their business strategies or organizations. Table of Contents About the Author About the Technical Reviewer Prologue Chapter 1: The Break of Dawn Chapter 2: Glimpses of a Digital Mind Summary: Glimpses of a Digital Mind Historical Context and Misconceptions Early Developments in AI Challenges and AI Winters Technological Revolutions Enabling AI Recent Advances and Factors Driving AI Societal Acceptance of AI Data Science and AI The Democratization of AI Current Capabilities of AI Chapter 3: Illuminating the Enigma: Deciphering the Basics of AI Summary: Illuminating the Enigma Understanding AI Fundamentals What Is AI? Key Concepts and Terminology Types of AI How AI Works AI in Practice Conclusion Chapter 4: Radiant Ascension: AI’s Role in Personal Growth Summary: Radiant Ascension AI As a Tool for Self-improvement Guidance on Embracing AI Key Questions to Consider Conclusion Chapter 5: Guided by the Constellation: Navigating the Business Galaxy of AI The Framework Finding the Pain Points Reinventing the Process Reinforcing the Human in the Loop The Framework in Action Conclusion Summary: Guided by the Constellation Introduction The Creator Economy and AI The Importance of Data Quality Implementing AI in Business Case Study: AI in Customer Support Conclusion Chapter 6: Navigating the Shadows: The Ethical Maze of AI Summary: Navigating the Shadows Introduction Examples of AI Failures Understanding AI Bias Mitigating AI Bias Principles of Responsible AI Data Privacy and Security AI and Job Displacement Conclusion Chapter 7: Guardians of Intelligence: Building a Robust AI Governance Framework The Fundamentals Data Breaching Compliance Quality Assurance Key Takeaways Why Does XAI Matter for Businesses? Summary: Building a Robust AI Governance Framework Introduction to AI Governance Purpose and Importance of AI Governance Benefits of Creating Your Own AI Governance Framework Key Components of AI Governance Framework Conclusion Chapter 8: Charting the Course: Equipping Your Knowledge and Skills for the AI Horizon Summary: Equipping Your Knowledge and Skills for the AI Horizon Introduction The Importance of Growing with AI Key Skills for the AI-Driven Future Mastering the Fundamentals Low-/No-Code Platforms Educational Resources and Courses Collaborating and Engaging with AI Communities Conclusion Chapter 9: Dawn of Tomorrow: Embracing AI’s Transformative Journey
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