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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...

To install TensorFlow, which is an ML library, Keras, which is an abstraction layer on top of TensorFlow that makes it easier to program, and h5py, which is a serialization layer that allows you to serialize and deserialize TensorFlow models, go to the target Docker container, then go into the requirements.txt file and install the libraries by inserting the following:

tensorflow
keras
h5py

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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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