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

How to recognize potential megatrends

A megatrend refers to a long-term and pervasive shift or pattern that has a significant impact on society, the economy, and various aspects of human life. Megatrends are powerful forces that shape the world we live in and often have far-reaching consequences, spanning multiple industries, regions, and generations. They typically unfold over decades and can influence technological advancements, cultural norms, economic systems, and social structures.

Megatrends are characterized by their broad and enduring impact, as well as their ability to bring about transformative changes. They reflect underlying shifts in demographics, technology, environmental factors, values, and global dynamics. Megatrends can influence consumer behavior, business strategies, policy-making, and societal norms, driving innovation, shaping markets, and creating new opportunities or challenges.

To get the full benefit of a rising megatrend, you should be at the frontier...