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
Hands-On Artificial Intelligence for IoT

You're reading from   Hands-On Artificial Intelligence for IoT Expert machine learning and deep learning techniques for developing smarter IoT systems

Arrow left icon
Product type Paperback
Published in Jan 2019
Publisher Packt
ISBN-13 9781788836067
Length 390 pages
Edition 2nd Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Dr. Amita Kapoor Dr. Amita Kapoor
Author Profile Icon Dr. Amita Kapoor
Dr. Amita Kapoor
Arrow right icon
View More author details
Toc

Table of Contents (14) Chapters Close

Preface 1. Principles and Foundations of IoT and AI 2. Data Access and Distributed Processing for IoT FREE CHAPTER 3. Machine Learning for IoT 4. Deep Learning for IoT 5. Genetic Algorithms for IoT 6. Reinforcement Learning for IoT 7. Generative Models for IoT 8. Distributed AI for IoT 9. Personal and Home IoT 10. AI for the Industrial IoT 11. AI for Smart Cities IoT 12. Combining It All Together 13. Other Books You May Enjoy

NoSQL data

The Not Only Structured Query Language (NoSQL) database is not a relational database; instead, data can be stored in key-value, JSON, document, columnar, or graph formats. They are frequently used in big data and real-time applications. We will learn here how to access NoSQL data using MongoDB, and we assume you have the MongoDB server configured properly and on:

  1. We will need to establish a connection with the Mongo daemon using the MongoClient object. The following code establishes the connection to the default host, localhost , and port (27017). And it gives us access to the database:
from pymongo import MongoClient
client = MongoClient()
db = client.test
  1. In this example, we try to load the cancer dataset available in scikit-learn to the Mongo database. So, we first get the breast cancer dataset and convert it to a pandas DataFrame:
from sklearn.datasets import...
You have been reading a chapter from
Hands-On Artificial Intelligence for IoT - Second Edition
Published in: Jan 2019
Publisher: Packt
ISBN-13: 9781788836067
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