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Introduction to AI

Fundamentals, Intuition, and a Simple PyTorch Project

You’ll get a clear, beginner-friendly introduction to AI and machine learning, explanations of neural networks, data, and training processes, practical insights into how AI really works (without hype) and a hands-on PyTorch project to build your own small AI

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About the Book

Understand AI — Without the Hype

Artificial Intelligence is no longer a niche topic for specialists. It shapes the news, powers everyday tools, and influences how businesses operate. Yet while almost everyone has heard of AI, few truly understand how it works.

This e-book is designed to change that.

Rather than chasing shortcuts or quick-money schemes, it provides the solid foundation you need to grasp what AI really is, what it can (and cannot) do, and how you can begin working with it yourself.

What You Will Learn

  • How AI works from the ground up
  • The different types of AI, their purposes and characteristics
  • Why data is the essential fuel of AI
  • How to create a small AI project of your own

Why This Matters

Ten years ago, AI was a subject reserved for experts alone. Five years ago, small models began to emerge, though with limited practical use. Today, AI systems are everywhere—handling tasks with remarkable proficiency.

Whether you see this as an exciting opportunity or a challenge, one thing is certain: understanding AI is no longer optional. For some, it will be indispensable.

This book offers a practical, affordable entry point for anyone—especially complete beginners—who wants to build real knowledge rather than rely on surface-level hype.

Who This Book Is For

  • Beginners who want a clear, accessible introduction to AI
  • Curious professionals seeking to understand the technology shaping their industries
  • Anyone who wants to “stay on the ball” in a fast-changing world

Start Your AI Journey Today

This short e-book gives you the knowledge to engage with AI confidently and thoughtfully. Whether you want to explore business opportunities, broaden your skills, or simply stay informed, this is the place to start.

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Author

About the Author

Elliot Farrow

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