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

The future trends of machine learning and AI

Machine learning, a subfield of AI, empowers computers to learn from data and make predictions, or take actions without being explicitly programmed. By harnessing the vast amounts of information generated by our interconnected world, machine learning algorithms can identify patterns, extract insights, and drive decision-making with unprecedented accuracy and speed.

AI, often regarded as the pinnacle of technological achievement, goes beyond machine learning, encompassing the broader spectrum of intelligent systems capable of simulating human-like behaviors. From natural language processing and computer vision to robotics and expert systems, AI has evolved to replicate and augment human intelligence in astonishing ways.

The impact of machine learning and AI extends far beyond academia and research laboratories. These technologies are already revolutionizing industries, such as healthcare, finance, transportation, and manufacturing....