
Predictive Analytics using Rattle and Qlik Sense
Description
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Book DescriptionIf 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
Who this book is forIf 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.
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Person
Ferran Garcia Pagans studied software engineering at the University of Gironaand 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 has 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.
Content
Geting Ready with Predictive Analytics
Preparing Your Data
Exploring and Understanding Your Data
Creating Your First Qlik Sense Application
Market Segmentation and Other Unsupervised Methods
Decision Trees and Other Supervised Methods
Model Evaluation
Visualizations, Data Applications, Dashboards, and Data Storytelling
Developing a Complete Application
System requirements
File format: ePUB
Copy protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (not Kindle).
The file format ePub works well for novels and non-fiction books – i.e., „flowing” text without complex layout. On an e-reader or smartphone, line and page breaks automatically adjust to fit the small displays.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our ebook Help page.
File format: PDF
Copy-Protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our eBook Help page.