Book description
Gain Powerful Insights with SAS Viya!
Whether you are an executive, departmental decision maker, or analyst, the need to leverage data and analytical techniques in order make critical business decisions is now crucial to every part of an organization. Smart Data Discovery with SAS Viya: Powerful Techniques for Deeper Insights provides you with the necessary knowledge and skills to conduct a smart discovery process and empower you to ask more complex questions using your data. The book highlights key components of a smart data discovery process utilizing advanced machine learning techniques, powerful capabilities from SAS Viya, and finally brings it all together using real examples and applications.With its step-by-step approach and integrated examples, the book provides a relevant and practical guide to insight discovery that goes beyond traditional charts and graphs. By showcasing the powerful visual modeling capabilities of SAS Viya, it also opens up the world of advanced analytics and machine learning techniques to a much broader set of audiences.
Table of contents
- Contents
- Preface
- About This Book
- About The Author
- Acknowledgments
- Chapter 1: Why Smart Data Discovery?
- Chapter 2: The Role of The Citizen Data Scientist
- Chapter 3: SAS Visual Analytics Overview
- Chapter 4: Data Preparation
- Chapter 5: Beyond Basic Visualizations
- Chapter 6: Understand Relationships Using Correlation Analysis
- Chapter 7: Machine Learning and Visual Modeling
- Chapter 8: Predictive Modeling Using Decision Trees
- Chapter 9: Predictive Modeling Using Linear Regression
- Chapter 10: Bring It All Together
Product information
- Title: Smart Data Discovery Using SAS Viya
- Author(s):
- Release date: August 2020
- Publisher(s): SAS Institute
- ISBN: 9781635267242
You might also like
book
40 Algorithms Every Programmer Should Know
Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental …
book
Data Science from Scratch, 2nd Edition
To really learn data science, you should not only master the tools—data science libraries, frameworks, modules, …
book
Practical Time Series Analysis
Time series data analysis is increasingly important due to the massive production of such data through …
book
Big Data Analytics with SAS
Leverage the capabilities of SAS to process and analyze Big Data About This Book Combine SAS …