Machine Learning for Kids: A Project-Based Introduction to Artificial Intelligence (Paperback)
暫譯: 孩子們的機器學習:基於專案的人工智慧入門(平裝本)

Lane, Dale

  • 出版商: No Starch Press
  • 出版日期: 2021-02-09
  • 售價: $1,330
  • 貴賓價: 9.5$1,264
  • 語言: 英文
  • 頁數: 392
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1718500564
  • ISBN-13: 9781718500563
  • 相關分類: 人工智慧Machine Learning
  • 立即出貨 (庫存=1)

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商品描述

A 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.

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, 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

As 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 bad data.

You'll build 13 projects step-by-step from the ground up, including:
- Rock, Paper, Scissors game that recognizes your hand shapes
- An app that recommends movies based on other movies that you like
- A computer character that reacts to insults and compliments
- An interactive virtual assistant (like Siri or Alexa) that obeys commands
- An AI version of Pac-Man, with a smart character that knows how to avoid ghosts

NOTE: This book includes a Scratch tutorial for beginners, and step-by-step instructions for every project.

Ages 12+

商品描述(中文翻譯)

一個實作導向、應用為基礎的機器學習與人工智慧(AI)入門書籍,指導年輕讀者使用 Scratch 程式語言創建引人入勝的 AI 驅動遊戲和應用程式。

機器學習(也稱為 ML)是人工智慧的基石之一。人工智慧的概念是電腦可以在您的幫助下自行學習。

《機器學習為孩子們》將輕鬆地介紹您機器學習的概念。透過這本書及其免費的、基於 Scratch 的獲獎伴隨網站,您將看到將機器學習添加到您自己的專案中是多麼簡單。您甚至不需要知道如何編碼。

在您閱讀這本書的過程中,您將發現機器學習系統如何被教導識別文本、圖像、數字和聲音,以及如何訓練您的模型以提高其準確性。您將把您的模型轉變為有趣的電腦遊戲和應用程式,並觀察當它們被不良數據困惑時會發生什麼。

您將逐步從零開始構建 13 個專案,包括:
- 辨識您手型的石頭、剪刀、布遊戲
- 根據您喜歡的其他電影推薦電影的應用程式
- 對侮辱和讚美做出反應的電腦角色
- 一個遵循命令的互動虛擬助手(如 Siri 或 Alexa)
- 一個 AI 版本的吃豆人,擁有能夠避開鬼魂的聰明角色

注意:這本書包含針對初學者的 Scratch 教學,以及每個專案的逐步指導。

適合年齡:12 歲以上

作者簡介

Dale Lane is an award-winning, UK-based software developer for IBM, where he's worked on IBM's (AI) Watson platform since 2011. The father of two children, he's gained distinction working on projects and games that help explain core principles of machine learning to younger students. Lane's free companion website for this book (https: //machinelearningforkids.co.uk/) is now used in thousands of schools, and has received worldwide acclaim.

作者簡介(中文翻譯)

Dale Lane 是一位獲獎的英國軟體開發人員,現任職於 IBM,自 2011 年以來一直在 IBM 的 (AI) Watson 平台上工作。作為兩個孩子的父親,他在幫助年輕學生理解機器學習核心原則的項目和遊戲中獲得了卓越的成就。Lane 為本書提供的免費伴隨網站 (https://machinelearningforkids.co.uk/) 現在已在數千所學校中使用,並獲得了全球的讚譽。