Smart Data Discovery Using SAS Viya Powerful Techniques for Deeper Insights.

Contents
Preface
About This Book
About The Author
Acknowledgments
Chapter 1: Why Smart Data Discovery?
	Introduction
	Why Smart Data Discovery Now?
	Who Is This Book For?
	Chapter Overview
Chapter 2: The Role of The Citizen Data Scientist
	The Rise of the Citizen Data Scientist
	Accelerate the Analytics Life Cycle
	Communicate and Collaborate
Chapter 3: SAS Visual Analytics Overview
	Introduction
	The User Interface
	Experiment and Explore
	Sharing and Collaboration
Chapter 4: Data Preparation
	Introduction
	Importing and Profiling Your Data
	Data Transformation
	Get Your Data Right During Exploration
Chapter 5: Beyond Basic Visualizations
	Introduction
	Histogram
	Box Plot
	Scatter Plot and Heat Map
	Bubble Plot
Chapter 6: Understand Relationships Using Correlation Analysis
	Introduction
	Correlation and Causation
	Correlation Matrix
	Scatter Plot and Fit Line
Chapter 7: Machine Learning and Visual Modeling
	Introduction
	Approaches and Techniques
	Preparing the Data for Modeling
	Model Assessment
	Improving Your Model
	Using Your Model
Chapter 8: Predictive Modeling Using Decision Trees
	Overview
	Model Building and Assessment
	Tuning and Improving the Model
Chapter 9: Predictive Modeling Using Linear Regression
	Overview
	Model Building and Assessment
	Tuning and Improving the Model
Chapter 10: Bring It All Together
	Combine and Experiment
	Share and Communicate
	Production and Deployment
	Where to Go from Here