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How Does a Machine Learn? : Little AI Thinkers - Richmond Cobb

How Does a Machine Learn?

By: Richmond Cobb

Paperback | 5 January 2026

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Unlock the world of Artificial Intelligence with this essential STEM book for kids. How does a machine learn without a brain? How Does a Machine Learn? is a middle grade nonfiction guide that introduces children ages 7-12 to the fascinating world of Artificial Intelligence and Machine Learning. Through an engaging story-based approach, young readers will discover the "logic behind the magic" of the technology shaping our world today.


Following three curious kids-Lucy, Max, and Theo-this educational STEM book breaks down complex computer science concepts into simple, everyday experiences. From debugging a robot dog to understanding how algorithms find patterns, your child will build critical thinking and digital literacy skills without needing a screen or a single line of code.


Key Topics Covered in this Machine Learning Guide for Kids:


What is AI? A clear introduction to how machines "think" and learn.

- Patterns and Data: Understanding how machines recognize voices and images.
- Algorithms in Action: Building logical steps to solve real-world problems.
- The Power of Mistakes: Why "failing forward" is essential for both humans and AI.
- Ethics and Digital Citizenship: Teaching kids to ask: Is this data fair? Is it true?


Why Parents, Educators, and Librarians Love This Book:
- AI Co-Parenting Tool: Helps parents explain modern technology to children in a way that is empowering and safe.
- Perfect for Homeschooling: A comprehensive resource for technology literacy and computer science curriculum.
- Screen-Free Learning: Encourages "unplugged" computational thinking and logical reasoning.
- Classroom Ready: Supports Digital Citizenship and STEM standards for middle grade education.

Artificial Intelligence is not magic-it's a process. Give your child the tools to understand, question, and master the technology of the future.

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