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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

Storing data for analysis using Delta Lake

Today, there are many options for dealing with data for analysis. You can store it in a data lake, Delta Lake, or a NoSQL database. This recipe covers data storage and retrieval and using Delta Lake. Delta Lake provides the fastest way to work with data and the most efficient way to store data. It also allows you to look at data as it existed at any given time in the past.

You have been reading a chapter from

Artificial Intelligence for IoT Cookbook

Published in: Mar 2021

Publisher: Packt

ISBN-13: 9781838981983

© 2021 Packt Publishing Limited All Rights Reserved

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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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