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Predictive Analytics using Rattle and Qlik Sense, by Ferran Garcia Pagans
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Create comprehensive solutions for predictive analysis using Rattle and share them with Qlik Sense
About This Book- Create visualizations, dashboards, and data applications with Qlik Sense and Rattle
- Load, explore, and manipulate data to Rattle to create predictions and discover hidden patterns in the data
- A step-by-step guide to learning predictive analytics in a quick and easy way
If you are a business analyst who wants to understand how to improve your data analysis and how to apply predictive analytics, then this book is ideal for you. This book assumes you have some basic knowledge of statistics and a spreadsheet editor such as Excel, but knowledge of QlikView is not required.
What You Will Learn- Set up your desktop environment by installing Qlik Sense Desktop, R, and Rattle
- Explore Rattle charts and the most commonly used multivariate statistical techniques to discover relationships among data
- Find solutions to business questions by applying data analysis techniques
- Use unsupervised and supervised learning methods to gain insights into your data
- Evaluate the performance of a predictive model
- Create basic charts and filters using Qlik Sense Desktop to build your first data application
- Improve your analysis by complementing Qlik Sense Desktop with predictive analytics
- Familiarize yourself with the basics of data visualization and data storytelling
Qlik Sense Desktop, the personal and free version of Qlik Sense, is a powerful tool for business analysts to analyze data and create useful data applications. Rattle, developed in R, is a GUI used for data mining and complements Qlik Sense Desktop very well. By combining Rattle and Qlik Sense Desktop, a business user can learn how to apply predictive analytics to create real-world data applications. The objective is to use Qlik Sense to analyze data and complement it with predictive analytics using Rattle.
This book will introduce you to basic predictive analysis techniques using Rattle and basic data visualizations concepts using Qlik Sense Desktop. You will start by setting up Qlik Sense Desktop, R, and Rattle and learn the basic of these tools. Then this book will examine the data and make it ready to be analyzed. After that, you will get to know the key concepts of predictive analytics, by building simple models with Rattle and creating visualizations with Qlik Sense Desktop. Finally, the book will show you the basics of data visualization and will help you to create your first data application and dashboard.
- Sales Rank: #1149129 in Books
- Published on: 2015-06-29
- Released on: 2015-06-30
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .55" w x 7.50" l, .93 pounds
- Binding: Paperback
- 174 pages
About the Author
Ferran Garcia Pagans
Ferran Garcia Pagans studied software engineering at the University of Girona and Ramon Llull University. After that, he did his masters in business administration at ESADE Business School. He has 16 years of experience in the software industry, where he helped customers from different industries to create software solutions. He started his career working at the Ramon Llull University as a teacher and researcher. Then, he moved to the Volkswagen group as a software developer. After that, he worked with Oracle as a Java, SOA, and BPM specialist. Currently, he is a solution architect at Qlik, where he helps customers to achieve competitive advantages with data applications.
Most helpful customer reviews
0 of 0 people found the following review helpful.
Happy to see any book on this topic.
By Engimom
I'm glad there is a book on this topic. I've been working with QlikView for over a decade now and Tableau for some years. As an operations research analyst, I've been wondering when the field will move on from mainly descriptive analysis (making simple graphs) to more model driven predictive analytics. I've read somewhere that predictive analytics will be the next frontier for visual data discovery products and I can't wait. I just started the book but from the Table of Contents and it looks like the book does not gloss over technical topics and I'm glad to see a section on Validation which I have never really seen addressed anywhere. I would recommend a solid background in math as a prerequisite and recommended but not critically required, a background in R and QlikSense.
0 of 0 people found the following review helpful.
Nice read
By Puneet
I enjoyed reading through the book, especially the part where the rules derived in a classification tree could be translated into simple if else rules in Qlikview/Qlik sense, along with a thorough walk through on rattle options. However, I have also worked with Qlikview/Qlik sense extensions in the past, and I know direct webservice interaction (Qlik sense or Qlikview) or VB script Rcom interaction (Qlikview) could be built for interactive R exploration, so the book can be enhanced to include the extensions topic. Still, a good book to give an overview of rattle and the way it can be used in Qlik - hence recommend it as a nice read.
0 of 0 people found the following review helpful.
Something new on the market!
By Lech Miszkiewicz
I was waiting for this book since January 2015. Firtst i thought it will be one of the books about Qlik. However Rattle aspect is a strong root in here. I have enjoyed reading this book and i have discover a lot new things. I am glad it is not one of those books, where there is nothing new but release date. Definitelly there is no other book like that on the market and i can strongly recommend buying it. Nice one!
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