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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Customer churn example

In our second example, we will create a binary model to predict customer churn for a bank. We are going to use a dataset that contains the following fields:

customer_id: A unique identifier for each customer.
credit_score: A numerical representation of a customer’s creditworthiness.
country: The country where the customer resides.
gender: The gender of the customer.
age: The age of the customer.
tenure: The duration of the customer’s relationship with the company.
balance: The current balance in the customer’s account.
products_number: The number of products the customer has brought from the company.
credit_card: A binary indicator showing whether the customer holds a credit card with the company.
active_member: A binary indicator indicating whether the customer is currently an active member of the company.
estimated_salary: An approximate estimation of the customer’s salary.
churn...

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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

Customer churn example

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

Customer churn example

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