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VDCI

Data Analytics Foundations

via VDCI

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Overview

Develop a solid foundation in data analytics by working through both descriptive and inferential statistics, and see how data shapes forecasting and strategic decisions across a range of industries. Explore statistical modeling and analysis, covering the essential algorithms, theorems, and real-world applications that bring it all together.

Syllabus

Basic Data Analysis

  • Measures of Central Tendency
  • Measures of Position
  • Measures of Dispersion
  • The Normal Curve
  • Descriptive Statistics

Predictive Analytics I

  • Forecasting
  • Series Forecast

Data Visualization I

  • Charts
  • Icon Sets
  • Histograms
  • Moving Average

Predictive Analytics

  • Correlation
  • Regression - overview
  • Regression - analysis
  • Linear regression
  • Multiple regression

Taught by

Garfield Stinvil, Colin Jaffe, and Brian McClain

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