Machine Learning with Qlik Sense

10

Examples and Case Studies

This chapter embarks on a journey into the realm of machine learning, exploring practical applications and real-world examples that demonstrate its power and potential. In the previous chapters, we have learned all the essential skills required to build a good machine learning solution. In this chapter, we will utilize all the knowledge gained and build the following examples from scratch:

• Linear regression example
• Customer churn example

Linear regression example

In this example, we will create a linear regression model to predict the value of a house in the California area. Let’s begin by getting familiar with the dataset. We will use a common California house values dataset. This is a collection of data related ...