Beginning Artificial Intelligence with the Raspberry Pi

Donald J. Norris

Beginning Artificial Intelligence with the Raspberry Pi
  • 出版商: Apress
  • 出版日期: 2017-06-07
  • 定價: $1,150
  • 售價: 9.0 折 $1,035
  • 語言: 英文
  • 頁數: 369
  • 裝訂: Paperback
  • ISBN: 1484227425
  • ISBN-13: 9781484227428
  • 相關分類: Raspberry Pi、人工智慧

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商品描述

Gain a gentle introduction to the world of Artificial Intelligence (AI) using the Raspberry Pi as the computing platform. Most of the major AI topics will be explored, including expert systems, machine learning both shallow and deep, fuzzy logic control, and more!

AI in action will be demonstrated using the Python language on the Raspberry Pi.  The Prolog language will also be introduced and used to demonstrate fundamental AI concepts.  In addition, the Wolfram language will be used as part of the deep machine learning demonstrations.

A series of projects will walk you through how to implement AI concepts with the Raspberry Pi. Minimal expense is needed for the projects as only a few sensors and actuators will be required. Beginners and hobbyists can jump right in to creating AI projects with the Raspberry PI using this book.

What You'll Learn
  • What AI is and―as importantly―what it is not
  • Inference and expert systems
  • Machine learning both shallow and deep
  • Fuzzy logic and how to apply to an actual control system
  • When AI might be appropriate to include in a system
  • Constraints and limitations of the Raspberry Pi AI implementation
Who This Book Is For

Hobbyists, makers, engineers involved in designing autonomous systems and wanting to gain an education in fundamental AI concepts, and non-technical readers who want to understand what AI is and how it might affect their lives.

商品描述(中文翻譯)

這本書以樹莓派作為計算平台，為讀者提供了對人工智慧（AI）世界的初步介紹。書中將探討大部分主要的AI主題，包括專家系統、淺層和深層機器學習、模糊邏輯控制等等。

書中將使用Python語言在樹莓派上展示AI的應用。同時，還將介紹並使用Prolog語言來展示基本的AI概念。此外，Wolfram語言也將作為深度機器學習示範的一部分。

書中通過一系列的項目引導讀者如何在樹莓派上實現AI概念。這些項目所需的成本非常低，只需要一些傳感器和執行器。初學者和愛好者可以立即使用這本書在樹莓派上創建AI項目。

本書的內容包括：
- 什麼是AI，以及同樣重要的是什麼不是AI
- 推理和專家系統
- 淺層和深層機器學習
- 模糊邏輯及其在實際控制系統中的應用
- 在系統中適合使用AI的時機
- 樹莓派AI實現的限制和局限性

本書適合愛好者、製造者、參與設計自主系統並希望獲得基本AI概念教育的工程師，以及非技術讀者想要了解AI是什麼以及它如何影響他們生活的人。

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