Key Features
Book Description
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
Who this book is for
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.
Table of Contents
- 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
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