Smart Data Discovery Using SAS Viya: Powerful Techniques for Deeper Insights
by: Felix Liao
Print Length 页数: 178 pages
ISBN-10: 1635262593
ISBN-13: 9781635262599
05 x 1.07 x 23.5 cm
Publisher finelybook 出版社: SAS Institute (1 Aug. 2020)
Language 语言: English
Book Description
By finelybook
Gain Powerful Insights with SASВ® ViyaВ®!
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 SASВ® ViyaВ®: 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 SASВ® ViyaВ®,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 SASВ® ViyaВ®,it also opens up the world of advanced analytics and machine learning techniques to a much broader set of audiences.
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
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