Book Image

Artificial Intelligence for IoT Cookbook

By : Michael Roshak
Book Image

Artificial Intelligence for IoT Cookbook

By: Michael Roshak

Overview of this book

Artificial intelligence (AI) is rapidly finding practical applications across a wide variety of industry verticals, and the Internet of Things (IoT) is one of them. Developers are looking for ways to make IoT devices smarter and to make users’ lives easier. With this AI cookbook, you’ll be able to implement smart analytics using IoT data to gain insights, predict outcomes, and make informed decisions, along with covering advanced AI techniques that facilitate analytics and learning in various IoT applications. Using a recipe-based approach, the book will take you through essential processes such as data collection, data analysis, modeling, statistics and monitoring, and deployment. You’ll use real-life datasets from smart homes, industrial IoT, and smart devices to train and evaluate simple to complex models and make predictions using trained models. Later chapters will take you through the key challenges faced while implementing machine learning, deep learning, and other AI techniques, such as natural language processing (NLP), computer vision, and embedded machine learning for building smart IoT systems. In addition to this, you’ll learn how to deploy models and improve their performance with ease. By the end of this book, you’ll be able to package and deploy end-to-end AI apps and apply best practice solutions to common IoT problems.
Table of Contents (11 chapters)

How to do it...

The steps for this recipe are as follows:

  1. Open Fritzing and on the right-hand side panel's Parts section, click on the menu and select Import.... Then, select the ESP32 and DHT11. Both of these can be found in the source code for this chapter:

  1. Search for a resistor in the Parts list. Once you've dragged it onto the screen, adjust its properties to 4.7kΩ:

 

  1. Now, place the DTH11 on the board and hook up the power rails using 3.3 volts and a ground:

  1. Then, attach the power rails to the board. Also, connect the General-Purpose Input/Output (GPIO) pin 27 to the DHT11s data pin. We must also add a 4.7k ohm resistor between the 3.3V power rail and the data pin on the DHT11:

  1. Next, connect the ESP32 to your computer and pull up the /src/main.cpp file from the PlatformIO project we started in the Getting ready section.
  1. In main.cpp, include the DHT.h library reference:
#include "DHT.h"
  1. Create references to your data pin on the...