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

Advanced Data Visualization Techniques for Machine Learning Solutions

In the rapidly evolving world of data analytics and machine learning, the ability to effectively visualize complex information has become crucial. As organizations strive to extract valuable insights from vast amounts of data, they need powerful tools that can transform raw numbers into meaningful visual representations.

In this chapter, we delve into the realm of advanced data visualization techniques within the context of machine learning solutions. We explore how Qlik’s sophisticated visual analytics capabilities can enhance the understanding and interpretation of machine learning models and their outputs.

This chapter will equip you with the knowledge and skills necessary to effectively leverage Qlik’s visual analytics capabilities to gain deeper insights, make informed decisions, and drive actionable outcomes in the era of machine learning and big data.

The main topics covered in this...