You're reading from Machine Learning with Qlik Sense Utilize different machine learning models in practical use cases by leveraging Qlik Sense

Product type Paperback

Published in Oct 2023

Publisher Packt

ISBN-13 9781805126157

Length 242 pages

Edition 1st Edition

Tools

Qlik Sense

Concepts

Data Engineering

Author (1):

Hannu Ranta

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Table of Contents (17) Chapters

Preface

1. Part 1:Concepts of Machine Learning

2. Chapter 1: Introduction to Machine Learning with Qlik FREE CHAPTER

3. Chapter 2: Machine Learning Algorithms and Models with Qlik

4. Chapter 3: Data Literacy in a Machine Learning Context

5. Chapter 4: Creating a Good Machine Learning Solution with the Qlik Platform

6. Part 2: Machine learning algorithms and models with Qlik

7. Chapter 5: Setting Up the Environments

8. Chapter 6: Preprocessing and Exploring Data with Qlik Sense

9. Chapter 7: Deploying and Monitoring Machine Learning Models

10. Chapter 8: Utilizing Qlik AutoML

11. Chapter 9: Advanced Data Visualization Techniques for Machine Learning Solutions

12. Part 3: Case studies and best practices

13. Chapter 10: Examples and Case Studies

14. Chapter 11: Future Direction

15. Index

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Connecting Qlik AutoML to an on-premises environment

Qlik AutoML is a cloud tool that integrates tightly with a cloud tenant. However, it is possible to utilize the features from an on-premises environment. It is important to note that since Qlik AutoML still runs in a cloud environment, all data is also passed into the Qlik Cloud tenant. This approach is not suitable if the data can’t leave the on-premises environment. The connection is encrypted and secure, and Qlik Cloud has all the major security certifications. It is also important to note that this approach will require a valid license for Qlik Cloud.

Note

More information about Qlik Cloud security and compliance is available at the Qlik Trust site: https://www.qlik.com/us/trust

We can see the basic architecture of integrating AutoML with an on-premises environment in the following diagram:

Figure 8.18: Qlik AutoML – on-premises and SaaS integration

In the preceding diagram...

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You're reading from Machine Learning with Qlik Sense Utilize different machine learning models in practical use cases by leveraging Qlik Sense

Table of Contents (17) Chapters

Connecting Qlik AutoML to an on-premises environment

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You're reading from Machine Learning with Qlik Sense Utilize different machine learning models in practical use cases by leveraging Qlik Sense

Table of Contents (17) Chapters

Connecting Qlik AutoML to an on-premises environment

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Authors (1)

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