Accelerating IoT Development with ChatGPT
Accelerating IoT Development with ChatGPT

Author: Jun Wen

Publisher: Packt Publishing Ltd

Published: 2024-08-30

Total Pages: 368

ISBN-13: 1835467873

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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 DescriptionUnlike 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.

IoT, AI, and ICT for Educational Applications
IoT, AI, and ICT for Educational Applications

Author: Stamatios Papadakis

Publisher: Springer Nature

Published: 2024-01-18

Total Pages: 262

ISBN-13: 303150139X

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This book provides insight into the importance of advanced innovative technologies such as the Internet of Things (IoT), artificial intelligence (AI), and Metaverse as part of information and communication technology (ICT) solutions in education. Key features of this book include the recent and emerging developments in various specializations in education and finding their solutions by incorporating IoT, AI and ICT. This book presents useful applications, interventions, and case studies that cater to their improved requirements. Topics include formal and services based on IoT; AI technology for IoT-based educational delivery; interfacing devices to IoT; smart educational services; ChatGPT; Smartbots; and more. The authors include several practical solutions and applications of IoT and ICT in education. The book applies to researchers, academics, students, educators and practitioners around the world.

Practical Java Programming with ChatGPT
Practical Java Programming with ChatGPT

Author: Alan S. Bluck

Publisher: Orange Education Pvt Ltd

Published: 2023-11-03

Total Pages: 409

ISBN-13: 8119416791

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How to use ChatGPT to write fast validated Java code KEY FEATURES ● Discover how to leverage Java code generated with ChatGPT to expedite the development of practical solutions for everyday programming challenges. ● Gain insight into the benefits of harnessing AI to elevate your effectiveness as a software engineer. ● Elevate your professional journey by significantly boosting your programming efficiency to swiftly produce reliable; tested code. ● Harness and validate the potential of ChatGPT; both directly through the ChatGPT Java API and indirectly by leveraging ChatGPT's Java code generation capabilities. DESCRIPTION Embark on a Fascinating Journey into AI-Powered Software Development with ChatGPT. This transformative book challenges the conventional speed of software development by showcasing a diverse array of inquiries directed at cutting-edge AI tools, including Ask AI, ChatGPT 3.5, Perplexity AI, Microsoft Bing Chatbot based on ChatGPT 4.0, and the Phed mobile app. Diving deep into the integration of Java and ChatGPT, this book provides readers with a comprehensive understanding of their synergy in programming. Each carefully crafted question serves as a testament to ChatGPT's exceptional ability to swiftly generate Java programs. The resulting code undergoes rigorous validation using the latest open-source Eclipse IDE and the Java language, empowering readers to craft efficient code in a fraction of the usual time. The journey doesn't end there—this book looks ahead to the promising future of ChatGPT, unveiling exciting potential enhancements planned by OpenAI. These innovations are poised to usher in even more formidable AI-driven capabilities for software development. WHAT WILL YOU LEARN ● Develop NLP Solutions in Java for Mathematical, Content, and Sentiment Analysis. ● Seamlessly Integrate ChatGPT with Java via OpenAI API. ● Harness AI-Powered Code Snippet Generation and Intelligent Code Suggestions. ● Leverage Rapid Idea Prototyping and Validation in Java Development. ● Empower the Creation of Tailored Java Applications. ● Enhance Efficiency and Expedite Prototyping with Instant AI Insights. WHO IS THIS BOOK FOR? This book is tailored for Java Programmers, IT consultants, Systems and Solution Architects with fundamental IT knowledge. It offers practical templates for Java programming solutions, complete with ChatGPT-powered examples. These templates empower Developers working on data processing, mathematical analysis, and document management, facilitating implementations for industries such as Manufacturing, Banking, and Insurance Companies. TABLE OF CONTENTS 1. Getting Started with ChatGPT 2. Java Programming – Best Practices as Stated by ChatGPT 3. Developing Java Code for Utilizing the ChatGPT API 4. Java Program for Using Binary Search 5. Installation of the Latest Open-source Eclipse Java IDE 6. ChatGPT Generated Java Code for Fourier Analysis 7. ChatGPT Generated Java Code for the Fast Fourier Transform 8. ChatGPT Generated Java Code for Indexing a Document 9. ChatGPT-Generated Java Code for Saltikov Particle Distribution 10. ChatGPT-Generated Java Code to Invert a Triangular Matrix 11. ChatGPT Generated Java Code to Store a Document in the IBM FileNet System 12. Conclusions and the Future of ChatGPT for Program Development 13. Appendices for Additional Questions Index

Building Smart Devices and Home Automation Systems with Raspberry Pi and IoT
Building Smart Devices and Home Automation Systems with Raspberry Pi and IoT

Author: Barrett Williams

Publisher: Barrett Williams

Published: 2024-08-18

Total Pages: 135

ISBN-13:

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Unlock the full potential of your home with *Building Smart Devices and Home Automation Systems with Raspberry Pi and IoT*—a comprehensive guide that takes you from novice to smart home expert. This eBook is your gateway to the exciting world of home automation, designed to make your life easier, safer, and more enjoyable. Start your journey by understanding the basics of smart home technology, its numerous components, and the undeniable advantages of turning your regular house into a smart one. Get hands-on experience with the versatile Raspberry Pi, learning how to set it up and create introductory projects that lay the groundwork for more complex systems. Dive into the fascinating Internet of Things (IoT), demystifying its role in home automation and getting familiar with key concepts and terminology. Navigate the sometimes overwhelming choice of sensors and actuators, selecting the right tools to build and customize your unique projects. Network setup can be daunting, but our step-by-step guide on configuring your home network ensures a secure and efficient connection for all your smart devices. Take control of your environment with mobile app integration and explore the power of voice control using AI assistants. Transform your lighting with smart, customizable systems, bolster your security with intelligent doorbells and cameras, and optimize your home climate with automated thermostats and air conditioners. Bring your entertainment system into the future with voice-controlled media centers and enhanced audio-visual setups. For those with green thumbs, our section on smart gardening will help you build automated watering systems and monitor plant health. Manage and monitor energy use effectively to create a more sustainable household. Don't stop at the basics—explore advanced projects like creating a personalized smart mirror or integrating wearable devices into your smart home ecosystem. Troubleshooting, maintenance tips, and security measures ensure your smart home remains efficient and safe. Look ahead to future trends in home automation and arm yourself with resources for continued learning. Transform your home today and step into the future with *Building Smart Devices and Home Automation Systems with Raspberry Pi and IoT*!

IoT Development for ESP32 and ESP8266 with JavaScript
IoT Development for ESP32 and ESP8266 with JavaScript

Author: Peter Hoddie

Publisher: Apress

Published: 2020-06-25

Total Pages: 622

ISBN-13: 1484250702

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This book introduces a new approach to embedded development, grounded in modern, industry-standard JavaScript. Using the same language that powers web browsers and Node.js, the Moddable SDK empowers IoT developers to apply many of the same tools and techniques used to build sophisticated websites and mobile apps. The Moddable SDK enables you to unlock the full potential of inexpensive microcontrollers like the ESP32 and ESP8266. Coding for these microcontrollers in C or C++ with the ESP-IDF and Arduino SDKs works for building basic products but doesn't scale to handle the increasingly complex IoT products that customers expect. The Moddable SDK adds the lightweight XS JavaScript engine to those traditional environments, accelerating development with JavaScript while keeping the performance benefits of a native SDK. Building user interfaces and communicating over the network are two areas where JavaScript really shines. IoT Development for ESP32 and ESP8266 with JavaScript shows you how to build responsive touch screen user interfaces using the Piu framework. You'll learn how easy it is to securely send and receive JSON data over Wi-Fi with elegant JavaScript APIs for common IoT protocols, including HTTP/HTTPS, WebSocket, MQTT, and mDNS. You'll also learn how to integrate common sensors and actuators, Bluetooth Low Energy (BLE), file systems, and more into your projects, and you'll see firsthand how JavaScript makes it easier to combine these diverse technologies. If you're an embedded C or C++ developer who has never worked in JavaScript, don't worry. This book includes an introduction to the JavaScript language just for embedded developers experienced with C or C++. What You'll Learn Building, installing, and debugging JavaScript projects on the ESP32 and ESP8266 Using modern JavaScript for all aspects of embedded development with the Moddable SDK Developing IoT products with animated user interfaces, touch input, networking, BLE, sensors, actuators, and more Who This Book Is For Professional embedded developers who want the speed, flexibility, and power of web development in their embedded software work Makers who want a faster, easier way to build their hobby projects Web developers working in JavaScript who want to extend their skills to hardware products

Hands-On Deep Learning for IoT
Hands-On Deep Learning for IoT

Author: Md. Rezaul Karim

Publisher: Packt Publishing Ltd

Published: 2019-06-27

Total Pages: 298

ISBN-13: 1789616069

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Implement popular deep learning techniques to make your IoT applications smarter Key FeaturesUnderstand how deep learning facilitates fast and accurate analytics in IoTBuild intelligent voice and speech recognition apps in TensorFlow and ChainerAnalyze IoT data for making automated decisions and efficient predictionsBook Description Artificial Intelligence is growing quickly, which is driven by advancements in neural networks(NN) and deep learning (DL). With an increase in investments in smart cities, smart healthcare, and industrial Internet of Things (IoT), commercialization of IoT will soon be at peak in which massive amounts of data generated by IoT devices need to be processed at scale. Hands-On Deep Learning for IoT will provide deeper insights into IoT data, which will start by introducing how DL fits into the context of making IoT applications smarter. It then covers how to build deep architectures using TensorFlow, Keras, and Chainer for IoT. You’ll learn how to train convolutional neural networks(CNN) to develop applications for image-based road faults detection and smart garbage separation, followed by implementing voice-initiated smart light control and home access mechanisms powered by recurrent neural networks(RNN). You’ll master IoT applications for indoor localization, predictive maintenance, and locating equipment in a large hospital using autoencoders, DeepFi, and LSTM networks. Furthermore, you’ll learn IoT application development for healthcare with IoT security enhanced. By the end of this book, you will have sufficient knowledge need to use deep learning efficiently to power your IoT-based applications for smarter decision making. What you will learnGet acquainted with different neural network architectures and their suitability in IoTUnderstand how deep learning can improve the predictive power in your IoT solutionsCapture and process streaming data for predictive maintenanceSelect optimal frameworks for image recognition and indoor localizationAnalyze voice data for speech recognition in IoT applicationsDevelop deep learning-based IoT solutions for healthcareEnhance security in your IoT solutionsVisualize analyzed data to uncover insights and perform accurate predictionsWho this book is for If you’re an IoT developer, data scientist, or deep learning enthusiast who wants to apply deep learning techniques to build smart IoT applications, this book is for you. Familiarity with machine learning, a basic understanding of the IoT concepts, and some experience in Python programming will help you get the most out of this book.