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