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Artificial Intelligence for IoT Cookbook

You're reading from Artificial Intelligence for IoT Cookbook Over 70 recipes for building AI solutions for smart homes, industrial IoT, and smart cities

Product type Paperback

Published in Mar 2021

Publisher Packt

ISBN-13 9781838981983

Length 260 pages

Edition 1st Edition

Languages

Python

Tools

Raspberry Pi

Concepts

Artificial Intelligence

Author (1):

Michael Roshak

View More author details

Table of Contents (11) Chapters

Preface

1. Setting Up the IoT and AI Environment

2. Handling Data FREE CHAPTER

3. Machine Learning for IoT

4. Deep Learning for Predictive Maintenance

5. Anomaly Detection

6. Computer Vision

7. NLP and Bots for Self-Ordering Kiosks

8. Optimizing with Microcontrollers and Pipelines

9. Deploying to the Edge

10. About Packt

There's more...

The OTA updater in this recipe needs a manifest so that it can check against its current version and find the file to download. The following is a .json file example of the manifest:

{
    "version":1.2.
    "file":"https://microshak.com/firmware/otaml1_2.bin"
}

OTA updates are an important thing for any IoT device. Most manufactures of silicon devices, such as the ESP32 or STM32, have solved this OTA update issue. These manufacturers usually have sample code that will help you quickly start your project.

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Authors (1)

Roshak

Roshak

Michael Roshak is a cloud architect and strategist with extensive subject matter expertise in enterprise cloud transformation programs and infrastructure modernization through designing, and deploying cloud-oriented solutions and architectures. He is responsible for providing strategic advisory for cloud adoption, consultative technical sales, and driving broad cloud services consumption with highly strategic accounts across multiple industries.

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