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Artificial Intelligence from Scratch : A Beginner’s Guide to AI Fundamentals, Machine Learning, and Real-World Applications

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Artificial Intelligence (AI) is no longer just science fiction—it’s everywhere. From Netflix recommendations and smart assistants on your phone to breakthroughs in healthcare and finance, AI is shaping the way we live and work. But for many beginners, the world of AI can feel intimidating, filled with complex math and jargon.

Artificial Intelligence from Scratch is your beginner-friendly roadmap to understanding AI in a clear, engaging, and practical way—no advanced degree required.

Inside this book, you’ll

The foundations of AI—what it is (and isn’t), how it began, and the myths vs. realities.

How machines learn—an easy breakdown of machine learning, neural networks, natural language processing (NLP), computer vision, and robotics.

Real-world applications—from chatbots and recommendation systems to AI in healthcare, finance, and entertainment.

The ethics of AI—exploring bias, transparency, and responsibility in an AI-driven world.

The future of AI and careers—what’s next for Artificial General Intelligence (AGI) and how you can build your own path into the AI industry.

Written with beginners in mind, this book avoids overwhelming equations and instead focuses on concepts, stories, and examples you can relate to. By the end, you’ll have the knowledge and confidence to explore AI further—whether that means starting a career, applying AI to your work, or simply understanding the technology shaping the future.

If you’re curious about AI but don’t know where to start, Artificial Intelligence from Scratch is the perfect first step.

83 pages, Kindle Edition

Published September 11, 2025

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