Smart Internet of Things Projects

Agus Kurniawan

  • 出版商: Packt Publishing
  • 出版日期: 2016-09-30
  • 定價: $1,330
  • 售價: 6.0$798
  • 語言: 英文
  • 頁數: 313
  • 裝訂: Paperback
  • ISBN: 1786466511
  • ISBN-13: 9781786466518
  • 相關分類: 物聯網 IoT
  • 立即出貨 (庫存=1)

商品描述

Key Features

  • Learn how to extract and analyse data from physical devices and build smart IoT projects
  • Master the skills of building enticing projects such as a neural network autonomous car, computer vision through a camera, and cloud-based IoT applications
  • This project-based guide leverages revolutionary computing chips such as Raspberry Pi, Arduino, and so on

Book Description

Internet of Things (IoT) is a groundbreaking technology that involves connecting numerous physical devices to the Internet and controlling them. Creating basic IoT projects is common, but imagine building smart IoT projects that can extract data from physical devices, thereby making decisions by themselves.

Our book overcomes the challenge of analyzing data from physical devices and accomplishes all that your imagination can dream up by teaching you how to build smart IoT projects. Basic statistics and various applied algorithms in data science and machine learning are introduced to accelerate your knowledge of how to integrate a decision system into a physical device.

This book contains IoT projects such as building a smart temperature controller, creating your own vision machine project, building an autonomous mobile robot car, controlling IoT projects through voice commands, building IoT applications utilizing cloud technology and data science, and many more. We will also leverage a small yet powerful IoT chip, Raspberry Pi with Arduino, in order to integrate a smart decision-making system in the IoT projects.

What you will learn

  • Implement data science in your IoT projects and build a smart temperature controller
  • Create a simple machine learning application and implement decision system concepts
  • Develop a vision machine using OpenCV
  • Build a robot car with manual and automatic control
  • Implement speech modules with your own voice commands for IoT projects
  • Connect IoT to a cloud-based server

About the Author

Agus Kurniawan is a lecturer, IT consultant, and an author. He has 14 years of experience in various software and hardware development projects, delivering materials in training and workshops, and technical writing. He has been awarded the Microsoft Most Valuable Professional (MVP) award 12 years in a row.

He is currently doing some research and also getting involved in teaching activities related to networking and security systems at the Faculty of Computer Science, Universitas Indonesia and Samsung R&D Institute, Indonesia. Currently, he is pursuing a PhD in computer science at the Freie Universitat Berlin, Germany. He can be reached on his blog at http://blog.aguskurniawan.net and Twitter at @agusk2010.

Table of Contents

  1. Making Your IoT Project Smart
  2. Decision System for IoT Projects
  3. Building Your Own Machine Vision
  4. Making Your Own Autonomous Car Robot
  5. Building Voice Technology on IoT Projects
  6. Building Data Science-based Cloud for IoT Projects

商品描述(中文翻譯)

主要特點


  • 學習如何從實體設備中提取和分析數據,並構建智能物聯網項目

  • 掌握構建引人入勝的項目的技能,例如神經網絡自動駕駛車、通過攝像頭進行計算機視覺和基於雲的物聯網應用

  • 本項目指南利用了Raspberry Pi、Arduino等革命性的計算芯片

書籍描述

物聯網(IoT)是一項開創性的技術,涉及將眾多實體設備連接到互聯網並對其進行控制。創建基本的物聯網項目很常見,但想像一下構建智能物聯網項目,可以從實體設備中提取數據,從而自主做出決策。

本書克服了從實體設備中分析數據的挑戰,通過教授您如何構建智能物聯網項目,實現您的想像力所能夠想到的一切。介紹了基本統計學和數據科學以及機器學習中的各種應用算法,加速您將決策系統集成到實體設備中的知識。

本書包含物聯網項目,例如構建智能溫度控制器、創建自己的視覺機器項目、構建自主移動機器人車、通過語音命令控制物聯網項目、利用雲技術和數據科學構建物聯網應用等等。我們還將利用一款小而強大的物聯網芯片Raspberry Pi與Arduino,將智能決策系統集成到物聯網項目中。

您將學到什麼


  • 在物聯網項目中實施數據科學,構建智能溫度控制器

  • 創建一個簡單的機器學習應用程序,實現決策系統概念

  • 使用OpenCV構建視覺機器

  • 構建具有手動和自動控制的機器人車

  • 使用自己的語音命令實現物聯網項目的語音模塊

  • 將物聯網連接到基於雲的服務器

關於作者

Agus Kurniawan 是一位講師、IT顧問和作家。他在各種軟件和硬件開發項目中擁有14年的經驗,提供培訓和研討會材料,並從事技術寫作。他連續12年獲得了微軟最有價值專家(MVP)獎。

他目前正在印度尼西亞印度尼西亞大學計算機科學學院和三星研發院從事與網絡和安全系統相關的研究和教學活動。目前,他正在德國柏林自由大學攻讀計算機科學博士學位。您可以在他的博客http://blog.aguskurniawan.net和Twitter上@agusk2010聯繫到他。

目錄


  1. 使您的物聯網項目智能化

  2. 物聯網項目的決策系統

  3. 構建您自己的機器視覺

  4. 製作您自己的自主車輛機器人

  5. 在物聯網項目上構建語音技術

  6. 基於數據科學的雲端物聯網項目構建