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)
Part 1:Concepts of Machine Learning
Part 2: Machine learning algorithms and models with Qlik
Part 3: Case studies and best practices

Part 1:Concepts of Machine Learning

This section will provide the background for the remaining parts of the book. The section covers the basics of machine learning with the Qlik platform and provides an understanding of important concepts and algorithms used in machine learning and statistics. It also covers the use of data literacy in the area of machine learning. Finally, this section provides the essentials of building a good machine learning solution with the Qlik platform. These concepts will be utilized during section 2 of this book.

This section has the following chapters:

  • Chapter 1: Introduction to Machine Learning with Qlik
  • Chapter 2: Machine Learning Algorithms and Models with Qlik
  • Chapter 3: Data Literacy in a Machine Learning Context
  • Chapter 4: Creating a Good Machine Learning Solution with the Qlik Platform