The Data Analytics and the Science Revolution

Leila Halawi, Amal Clarke, Kelly George, Kelly A Whealan-George

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

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.

Original languageAmerican English
Title of host publicationHarnessing the Power of Analytics
DOIs
StatePublished - Feb 1 2022

Keywords

  • analytics
  • data science
  • data management
  • decision making

Disciplines

  • Categorical Data Analysis
  • Databases and Information Systems
  • Data Science
  • Statistics and Probability

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