Beginning Artificial Intelligence with the Raspberry Pi
暫譯: 從零開始的樹莓派人工智慧
Donald J. Norris
- 出版商: Apress
- 出版日期: 2017-06-07
- 定價: $1,330
- 售價: 8.0 折 $1,064
- 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)
獲得一個溫和的人工智慧（AI）世界介紹，使用 Raspberry Pi 作為計算平台。將探討大多數主要的 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！
將使用 Python 語言在 Raspberry Pi 上演示 AI 的實際應用。還將介紹 Prolog 語言，並用於演示基本的 AI 概念。此外，Wolfram 語言將用於深度機器學習的演示。
一系列項目將指導您如何在 Raspberry Pi 上實現 AI 概念。這些項目所需的費用很少，因為只需要幾個傳感器和執行器。初學者和愛好者可以直接使用這本書開始創建 AI 項目。
您將學到的內容：
- AI 是什麼，以及同樣重要的是，它不是什麼
- 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
- 何時在系統中適合包含 AI
- Raspberry Pi AI 實現的限制和局限性
本書適合對象：
愛好者、創客、設計自主系統的工程師，想要獲得基本 AI 概念教育的讀者，以及希望了解 AI 是什麼及其如何影響生活的非技術讀者。
