Accelerating IoT Development with ChatGPT: A practical guide to building your first IoT project using AI-assisted coding and cloud integration
Wen, Jun
- 出版商: Packt Publishing
- 出版日期: 2024-08-30
- 售價: $1,650
- 貴賓價: 9.5 折 $1,568
- 語言: 英文
- 頁數: 368
- 裝訂: Quality Paper - also called trade paper
- ISBN: 183546162X
- ISBN-13: 9781835461624
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相關分類:
ChatGPT、物聯網 IoT
海外代購書籍(需單獨結帳)
相關主題
商品描述
Build cutting-edge projects with ChatGPT, PlatformIO, ESP32, and Arduino-compatible sensors by integrating AWS Cloud and the ThingsBoard dashboard
Key Features:
- Leverage ChatGPT to generate code on ESP32 for sending sensor data to AWS Cloud
- Create your own visualization dashboard on ThingsBoard Cloud
- Follow step-by-step configuration guidance to ingest, process, store, and query data on AWS Cloud
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
Unlike other IoT books that focus on theory and generic applications, this guide takes a practical approach, empowering you to leverage ChatGPT to build your very first IoT prototype. With over 20 years of experience in wireless and IoT technologies and a background as an instructor, Jun Wen expertly guides you from project kick-off to a fully functional prototype.
The book emphasizes the transformative impact of ChatGPT for IoT, teaching you how to use ChatGPT to generate code for your applications, even with limited coding experience. You'll be introduced to using PlatformIO IDE within Visual Studio Code and discover the cutting-edge RISC-V architecture, the ESP32 MCU, Arduino-compatible sensors, and integration methods for AWS and the ThingsBoard dashboard. Working through 10 different project examples, including flame detection, smoke detection, and air quality measurement, you'll become proficient in the functions and specifications of each sensor and the use cases they solve.
By the end of this book, you'll be ready to undertake IoT development projects, bridging the gap between your ideas and functional creations.
What You Will Learn:
- Master IoT essentials, such as networks, end devices, wireless connectivity, and the cloud
- Explore the ChatGPT prompting framework and build crucial skills for IoT projects
- Discover best practices for building robust IoT hardware prototypes
- Find out how to set up Visual Studio Code and PlatformIO IDE
- Connect ESP32 to AWS through TLS and MQTT
- Explore popular connectivity technologies widely adopted in IoT
- Integrate IoT sensors with ESP32 to capture accurate data using ChatGPT's assistance
Who this book is for:
If you're a beginner interested in applying IoT technology to your projects but face challenges due to limited experience in embedded software coding, specifically in C and C++, this book is for you. Whether you're a student, hardware hobbyist, DIY enthusiast, IoT developer, or professional from a non-technical background, if you feel that your ability to innovate is often stalled by the complexity of software coding, this easy-to-follow guide to using ChatGPT for generating example code will boost your IoT prototype development.
Table of Contents
- IoT Essentials, All You Should Know
- IoT Network, the Neural System of Things
- IoT End Devices, the Neuron Cells of an IoT System
- Wireless Connectivity, the Nervous Pathway to Delivering IoT Data
- The Cloud, IoT's "Superpower Brain"
- Applying ChatGPT in the IoT Innovation Journey
- Recommendations to Start Your First IoT Project
- 10 Beginner-Friendly IoT Projects with ChatGPT Prompts
- Using AI Tools to Draw Application Flow Diagrams
- Setting Up the Development Environment for Your First Project
- Programming Your First Code on ESP32
- Establishing Wi-Fi Connectivity
- Connecting the ESP32 to AWS IoT Core
- Publishing Sensor Data to AWS IoT Core
- Processing, Storing, and Querying Sensor Data on AWS Cloud
- Creating a Data Visualization Dashboard on ThingsBoard
商品描述(中文翻譯)
建立尖端專案,利用 ChatGPT、PlatformIO、ESP32 和 Arduino 相容感測器,整合 AWS Cloud 和 ThingsBoard 儀表板
主要特色:
- 利用 ChatGPT 生成 ESP32 的程式碼,以將感測器數據傳送至 AWS Cloud
- 在 ThingsBoard Cloud 上創建自己的可視化儀表板
- 按照逐步配置指導,進行數據的攝取、處理、儲存和查詢於 AWS Cloud
- 購買印刷版或 Kindle 版書籍可獲得免費 PDF 電子書
書籍描述:
與其他專注於理論和通用應用的 IoT 書籍不同,本指南採取實用的方法,讓您能夠利用 ChatGPT 建立您的第一個 IoT 原型。Jun Wen 擁有超過 20 年的無線和 IoT 技術經驗,並具備講師背景,專業指導您從專案啟動到完全功能的原型。
本書強調 ChatGPT 對 IoT 的變革性影響,教您如何使用 ChatGPT 生成應用程式的程式碼,即使您只有有限的程式編寫經驗。您將學會在 Visual Studio Code 中使用 PlatformIO IDE,並探索尖端的 RISC-V 架構、ESP32 MCU、Arduino 相容感測器以及 AWS 和 ThingsBoard 儀表板的整合方法。通過 10 個不同的專案範例,包括火焰檢測、煙霧檢測和空氣品質測量,您將熟悉每個感測器的功能和規格,以及它們解決的使用案例。
在本書結束時,您將準備好進行 IoT 開發專案,架起您的想法與功能創作之間的橋樑。
您將學到的內容:
- 精通 IoT 基礎知識,如網路、終端設備、無線連接和雲端
- 探索 ChatGPT 提示框架,建立 IoT 專案所需的關鍵技能
- 發現建立穩健 IoT 硬體原型的最佳實踐
- 瞭解如何設置 Visual Studio Code 和 PlatformIO IDE
- 通過 TLS 和 MQTT 將 ESP32 連接至 AWS
- 探索在 IoT 中廣泛採用的流行連接技術
- 整合 IoT 感測器與 ESP32,利用 ChatGPT 的協助捕捉準確數據
本書適合對象:
如果您是初學者,對將 IoT 技術應用於專案感興趣,但因為在嵌入式軟體編碼(特別是 C 和 C++)方面經驗有限而面臨挑戰,本書適合您。無論您是學生、硬體愛好者、DIY 愛好者、IoT 開發者,或是來自非技術背景的專業人士,如果您覺得自己的創新能力常常因軟體編碼的複雜性而受阻,這本易於跟隨的指南將幫助您利用 ChatGPT 生成範例程式碼,提升您的 IoT 原型開發。
目錄:
- IoT 基礎知識,您應該知道的一切
- IoT 網路,事物的神經系統
- IoT 終端設備,IoT 系統的神經元細胞
- 無線連接,傳遞 IoT 數據的神經通路
- 雲端,IoT 的「超能力大腦」
- 在 IoT 創新旅程中應用 ChatGPT
- 開始您的第一個 IoT 專案的建議
- 10 個適合初學者的 IoT 專案,搭配 ChatGPT 提示
- 使用 AI 工具繪製應用流程圖
- 為您的第一個專案設置開發環境
- 在 ESP32 上編寫您的第一段程式碼
- 建立 Wi-Fi 連接
- 將 ESP32 連接至 AWS IoT Core
- 將感測器數據發佈至 AWS IoT Core
- 在 AWS Cloud 上處理、儲存和查詢感測器數據
- 在 ThingsBoard 上創建數據可視化儀表板