Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
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

Arrow left icon
Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781838981983
Length 260 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Michael Roshak Michael Roshak
Author Profile Icon Michael Roshak
Michael Roshak
Arrow right icon
View More author details
Toc

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

Getting ready

In this recipe, we are going to deploy Z-Spikes on a Raspberry Pi with a Sense HAT. The hardware itself is a fairly common development board and sensor setup for people learning about IoT. In fact, students can send their code to the International Space Station to be run on their Raspberry Pi and Sense HAT. If you do not have the equipment, there is an alternative code in the GitHub repository that simulates the device.

Once you have powered on your Raspberry Pi and attached your Sense HAT, you will need to install SciPy. In Python, you can usually install everything you need with pip, but in this case, you will need to install it through the Linux operating system. To do this, run the following commands in a terminal window:

sudo apt update
apt-cache show python3-scipy
sudo apt install -y python3-scipy

You will then need to pip install numpy, kafka, and sense_hat. You will also need to set up Kafka on a PC. There are instructions in Chapter 1, Setting up the IoT and...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime