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Real-World Applications For Analytics Teaching And Learning, Anita Lee-Post Jul 2021

Real-World Applications For Analytics Teaching And Learning, Anita Lee-Post

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This document provides learning-by-doing materials for Analytics software skill development using SAS JMP. It integrates Analytics concepts and techniques with real-world scenarios based on the COVID-19 pandemic to illustrate how real-world data can be transformed into actionable insights to offer decision support for COVID-19 related issues. A holistic treatment of the Analytics process from data acquisition and cleansing to data analysis and interpretation is emphasized using five studies:

  1. Characterize COVID-19 mortality demographic risk factors,
  2. Visualize COVID-19 mortality demographics,
  3. Conduct COVID-19 mortality time series forecasting,
  4. Predict COVID-19 mortality, and
  5. Analyze COVID-19 vaccine acceptance, uptake, and experiences.

Each study is structured with …