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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Building a model in an on-premises environment using the Advanced Analytics connection

In Chapter 5, we prepared an environment for R and Python using the Advanced Analytics connection with Qlik. In this chapter, we are going to utilize this same environment. This exercise will use R specifically.

In general, there are two ways to utilize the Advanced Analytics connection with Qlik applications. These are the following:

Live connection: A live connection interacts with the third-party machine learning environment from the user interface while the user interacts with the application. A live connection enables what-if scenarios, simulations, and similar use cases. It is best for light models that do not require extensive training. The idea behind live connections is explained in the following diagram:

Figure 7.1: Advanced Analytics connection

Load time connection: A load time connection is a one-time prediction model run that takes place...

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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

Building a model in an on-premises environment using the Advanced Analytics connection

Authors (1)

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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

Building a model in an on-premises environment using the Advanced Analytics connection

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Authors (1)

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