Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

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.

1144179735
Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

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.

39.99 In Stock
Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

by Hannu Ranta
Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense
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Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

Machine Learning with Qlik Sense: Utilize different machine learning models in practical use cases by leveraging Qlik Sense

by Hannu Ranta

Overview

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.

Product Details

ISBN-13: 9781805121497
Publisher: Packt Publishing
Publication date: 10/27/2023
Sold by: Barnes & Noble
Format: eBook
Pages: 242
File size: 10 MB

About the Author

Hannu Ranta is a top-notch data and cloud professional with a wide technical knowledge. He has worked with big data, IoT and analytics solutions with the largest enterprises across the globe. While having a problem-solving mindset, he always enjoys finding new innovative solutions to help customers to deliver value. Hannu obtained his Master of Science degree with distinction in 2015 and has worked in leading data companies like Qlik, Microsoft and Cubiq Analytics since then. Currently he is a Principal Enterprise Architect for Nordic region at Qlik.

Table of Contents

Table of Contents
  1. Introduction to Machine Learning with Qlik
  2. Machine Learning Algorithms and Models with Qlik
  3. Data Literacy in Machine Learning Context
  4. Creating a Good Machine Learning Solution with the Qlik Platform
  5. Setting Up the Environments
  6. Preprocessing and Exploring Data with Qlik Sense
  7. Deploying and Monitoring Machine Learning Models
  8. Utilizing Qlik AutoML
  9. Advanced Data Visualisation Techniques for Machine Learning Solutions
  10. Examples and Case Studies
  11. Future Direction
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