Machine Learning for Kids: A Project-Based Introduction to Artificial Intelligence

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Machine Learning for Kids: A Project-Based Introduction to Artificial Intelligence

AI Made Easy with 13 Projects

Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help.

Machine Learning for Kids will introduce you to machine learning, painlessly. With this book and its free, Scratch-based companion website, you’ll see how easy it is to add machine learning to your own projects. You don’t even need to know how to code!

Step by easy step, you’ll discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve them.

You’ll turn your models into 13 fun computer games and apps, including:

  • A Rock, Paper, Scissors game that recognizes your hand shapes
  • A computer character that reacts to insults and compliments
  • An interactive virtual assistant (like Siri or Alexa)
  • A movie recommendation app
  • An AI version of Pac-Man

No Experience Necessary! Step-by-step instructions make sure that anyone can follow along!

Ages 12+

Table of contents:

Introduction

Chapter 1. What is Artificial Intelligence?

Chapter 2. Introducing Machine Learning for Kids

Chapter 3. Sorting Animal Pictures

Chapter 4. Playing Rock, Paper, Scissors Against Your Computer

Chapter 5. Recognizing Movie Posters

Chapter 6. Mail Sorting

Chapter 7. Insulting a Computer

Chapter 8. Recognizing Language in Newspapers

Chapter 9. Finding an Object in a Picture

Chapter 10. Smart Assistants

Chapter 11. Chatbots

Chapter 12. Avoiding the Monster

Chapter 13. Tic Tac Toe

Chapter 14. Confusing the Computer

Chapter 15. Biasing the Computer

Chapter 16. Afterword

Appendix: Scratch

Author: Dale Lane

February 2021, 288 pp

ISBN-13: 9781718500563

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