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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

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Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781838981983
Length 260 pages
Edition 1st Edition
Languages
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Author (1):
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Michael Roshak Michael Roshak
Author Profile Icon Michael Roshak
Michael Roshak
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Table of Contents (11) Chapters Close

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

Importing TensorFlow

Perhaps the easiest way to import a Python library such as TensorFlow is to use PyPI. Simply go to https://pypi.org/ and search for TensorFlow. This will give you the information needed and the ability to look at different versions. The installation steps are as follows:

  1. Go to https://pypi.org/ and search for TensorFlow.
  2. Copy the name and version number you want in this format: tensorflow==1.14.0. 
  3. In the Workspace tab of Databricks, right-click anywhere and from the dropdown, click on Create and then Library:

  1. On the Create Library page, select PyPI as the library source:

  1. Copy the name of the library and the version number and paste that into the Package section.
  2. Click Create.

If you have already created a cluster, you can attach TensorFlow to it. You can also have TensorFlow installed on all clusters.

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