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In This Chapter
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Essentials of Data Analytics
- Introduction to COVID-19 Data Analytics
- Systems View of Data Analytics
- Global Growth of Data Analytics
- Background in Predictive Analytics
- Data Modeling Approaches
- Data Fanaticism
- Data and Measurements for Data Analytics
- What Is Measurement?
- Data Measurement Systems
- Fundamental Scientific Equations
- Einstein’s Equation
- Einstein’s Field Equation
- Heisenberg’s Uncertainty Principle
- Schrödinger Equation
- Dirac Equation
- Maxwell’s Equations
- Boltzmann’s Equation for Entropy
- Planck–Einstein Equation
- Planck’s Blackbody Radiation Formula
- Hawking Equation for Black Hole Temperature
- Navier–Stokes Equation for a Fluid
- Lagrangian for Quantum Chromodynamics
- Bardeen–Cooper–Schrieffer Equation for Superconductivity
- Josephson Effect
- Fermat’s Last Theorem
- Methods for Data Measurement and Comparison
- Data Measurement Scales
- Nominal Scale of Measurement
- Ordinal Scale of Measurement
- Interval Scale of Measurement
- Ratio Scale Measurement
- Reference Units of Measurements
- Common Constants
- Numeric Data Representation
- The Language of Data Analytics
- Quick Reference for Mathematical Equations
- Reference
Abstract
This chapter presents a general introduction to the importance and use of data for decision-making. This whole area has now evolved into the popular areas of data analytics and data science. The global events of COVID-19 in early 2020 heightened the awareness and interest in data analytics.
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