Book Image

The Azure IoT Handbook

By : Dan Clark
Book Image

The Azure IoT Handbook

By: Dan Clark

Overview of this book

With the rise of cloud-based computing, deploying IoT systems has become more cost-effective for businesses. This transformation has led to developers and architects shouldering the responsibility of creating, managing, and securing these systems, even if they are new to the IoT technology. The Azure IoT Handbook is a comprehensive introduction to quickly bring you up to speed in this rapidly evolving landscape. Starting with the basic building blocks of any IoT system, this book guides you through mobile device management and data collection using an IoT hub. You’ll explore essential tools for system security and monitoring. Following data collection, you’ll delve into real-time data analytics using Azure Stream Analytics and view real-time streaming on a Power BI dashboard. Packed with real-world examples, this book covers common IoT use as well. By the end of this IoT book, you’ll know how to design and develop IoT solutions leveraging intelligent edge-to-cloud technologies implemented on Azure.
Table of Contents (18 chapters)
1
Part 1: Capturing Data from Remote Devices
7
Part 2: Processing the Data
12
Part 3: Processing the Data

Integrating Machine Learning

In today’s digital age, the fusion of machine learning (ML) and IoT technologies has paved the way for groundbreaking innovations across various industries. This chapter delves into the fundamental concepts that underpin this powerful combination, offering you a comprehensive understanding of ML.

We will embark on a journey through the realms of data-driven decision-making, exploring how the seamless integration of these technologies can revolutionize the way we approach real-world challenges. With hands-on experience in mind, we’ll also walk through a practical laboratory exercise, where you will have the opportunity to create a predictive maintenance system—an excellent showcase of how the synergy between ML and IoT can transform businesses and drive innovation.

In this chapter, we will cover the following topics:

  • Understanding ML basics
  • What are Azure artificial intelligence (AI) and ML services?
  • Exploring ML...