{"product_id":"machine-learning-for-kids-a-project-based-introduction-to-artificial-intelligence-9781718500563","title":"Machine Learning for Kids: A Project-Based Introduction to Artificial Intelligence","description":"\u003cb\u003eA hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eMachine 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. \u003cp\u003e\u003c\/p\u003e\u003ci\u003eMachine Learning for Kids\u003c\/i\u003e will introduce you to machine learning, painlessly. With this book and its free, Scratch-based, award-winning 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  \u003cp\u003e\u003c\/p\u003eAs you work through the book 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 their accuracy. You'll turn your models into fun computer games and apps, and see what happens when they get confused by\u003ci\u003e bad\u003c\/i\u003e data. \u003cp\u003e\u003c\/p\u003eYou'll build 13 projects step-by-step from the ground up, including: \u003cbr\u003e \u003cb\u003e-\u003c\/b\u003e Rock, Paper, Scissors game that recognizes your hand shapes \u003cbr\u003e \u003cb\u003e-\u003c\/b\u003e An app that recommends movies based on other movies that you like \u003cbr\u003e \u003cb\u003e-\u003c\/b\u003e A computer character that reacts to insults and compliments \u003cbr\u003e \u003cb\u003e-\u003c\/b\u003e An interactive virtual assistant (like Siri or Alexa) that obeys commands \u003cbr\u003e \u003cb\u003e-\u003c\/b\u003e An AI version of Pac-Man, with a smart character that knows how to avoid ghosts \u003cp\u003e\u003c\/p\u003eNOTE: This book includes a Scratch tutorial for beginners, and step-by-step instructions for every project. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAges 12+\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e No Starch Press\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/16\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781718500563\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 392","brand":"Dale Lane","offers":[{"title":"Default Title","offer_id":38294867312821,"sku":"9781718500563","price":29.74,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_6f22b3f7-11dd-4f25-8194-aca1594fabfd.jpg?v=1611068841","url":"https:\/\/pastforward.org\/products\/machine-learning-for-kids-a-project-based-introduction-to-artificial-intelligence-9781718500563","provider":"Past Forward","version":"1.0","type":"link"}