Book Image

Internet of Things from Scratch

By : Renaldi Gondosubroto
Book Image

Internet of Things from Scratch

By: Renaldi Gondosubroto

Overview of this book

Develop the skills essential for building Internet of Things solutions with this indispensable guide. In an era where industries heavily rely on IoT, this book will quickly familiarize you with its foundations, widespread use, implementation guided by best practices, and the crucial technologies that allow it to work effectively. Starting with the use of IoT in real-life scenarios, this book offers comprehensive insights into basic IoT hardware, protocols, and technologies. You’ll then learn about architecting and implementing solutions such as wireless sensor networks, cloud computing with AWS, and crucial security considerations. You’ll understand how these systems are operated and monitored over time and work with simple to complex, industry-grade systems, adhering to best practices. In later chapters, you’ll be apprised of future IoT trends and strategies to manage the risks and opportunities that come with them. You’ll also get to grips with a diverse set of tools, including hardware such as ESP32 and Raspberry Pi, and software such as Mosquitto and ChatGPT for generative AI capabilities. By the end of this IoT book, you’ll be able to independently build and design complex, industry-standard solutions fully aligned with best practices.
Table of Contents (22 chapters)
1
Part 1: Getting Started with the Internet of Things
6
Part 2: Developing and Optimizing IoT Systems for Smart Environments
11
Part 3: Operating, Maintaining, and Securing IoT Networks
16
Part 4: Delving into Complex Systems and the Future of IoT

Technical requirements

This chapter will require you to have the following hardware and software installed:

  • Hardware:
    • ESP32 microcontroller
    • DHT11 temperature and humidity sensor
    • Keyestudio Arduino Super Starter Kit
    • Ultrasonic distance sensor (HC-SR04)
    • Servo motor (SG90)
    • Red, yellow, and green LEDs
    • 220-ohm resistors
    • Breadboard
    • Jumper wires
  • Software:
    • Arduino IDE
    • TensorFlow
    • TensorFlow Lite

TensorFlow

TensorFlow is an open source software (OSS) library and platform for machine learning (ML) and deep learning (DL) that was developed by the Google Brain team. It is very popularly used within industry, academia, and research due to its performance, flexibility, and scalability. It allows developers to design and build ML models that are both on cloud-based platforms and edge devices. This includes a wide variety of features such as model training and deployment, data visualization, and distributed computing.

In this chapter, we will be using TensorFlow as a service to run an...