Book Image

Machine Learning with Qlik Sense

By : Hannu Ranta
Book Image

Machine Learning with Qlik Sense

By: Hannu Ranta

Overview of this book

The ability to forecast future trends through data prediction, coupled with the integration of ML and AI, has become indispensable to global enterprises. Qlik, with its extensive machine learning capabilities, stands out as a leading analytics platform enabling businesses to achieve exhaustive comprehension of their data. This book helps you maximize these capabilities by using hands-on illustrations to improve your ability to make data-driven decisions. You’ll begin by cultivating an understanding of machine learning concepts and algorithms, and build a foundation that paves the way for subsequent chapters. The book then helps you navigate through the process of framing machine learning challenges and validating model performance. Through the lens of Qlik Sense, you'll explore data preprocessing and analysis techniques, as well as find out how to translate these techniques into pragmatic machine learning solutions. The concluding chapters will help you get to grips with advanced data visualization methods to facilitate a clearer presentation of findings, complemented by an array of real-world instances to bolster your skillset. By the end of this book, you’ll have mastered the art of machine learning using Qlik tools and be able to take your data analytics journey to new heights.
Table of Contents (17 chapters)
1
Part 1:Concepts of Machine Learning
6
Part 2: Machine learning algorithms and models with Qlik
12
Part 3: Case studies and best practices

Utilizing Qlik AutoML

Qlik AutoML leverages the power of artificial intelligence and automation to empower users of all skill levels to build and deploy machine learning models, without the need for extensive coding or data science backgrounds. By automating repetitive tasks and providing intelligent recommendations, Qlik AutoML streamlines the entire machine learning workflow, making it accessible to a broader audience.

In this chapter, we will delve into the world of Qlik AutoML, exploring its capabilities, benefits, and practical applications. We will provide a comprehensive overview of the underlying concepts and techniques that enable Qlik AutoML to automate the machine learning process. Moreover, we will guide you through the step-by-step implementation of AutoML models within the Qlik ecosystem, highlighting its seamless integration with the Qlik Sense analytics platform.

In this chapter, we will cover the following topics:

  • Features of Qlik AutoML
  • Using Qlik...