Harnessing the power of analytics
- Cham : Springer, 2022
- viii, 150 p. ; ill., 24 cm.
Includes bibliographical references.
This text highlights the difference between analytics and data science, using predictive analytic techniques to analyze different historical data, including aviation data and concrete data, interpreting the predictive models, and highlighting the steps to deploy the models and the steps ahead. The book combines the conceptual perspective and a hands-on approach to predictive analytics using SAS VIYA, an analytic and data management platform. The authors use SAS VIYA to focus on analytics to solve problems, highlight how analytics is applied in the airline and business environment, and compare several different modeling techniques. They decipher complex algorithms to demonstrate how they can be applied and explained within improving decisions.
9783030897147
SAS Viya Data structure Decision tree Data Preparation Process Data Exploration Data Visualization Model Deployment Regression Models Data Dictionary