Correlation & Regression

Predictive Analytics    |    Intermediate
  • 8 videos | 29m 10s
  • Includes Assessment
  • Earns a Badge
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Predictive analytics involves widely accepted tools and techniques that enable organizations to make informed decisions regarding potential future events. Examine how correlation and regression are employed in predictive analytics.

WHAT YOU WILL LEARN

  • identify key features of correlation
    recognize how correlation is used in predictive analytics
    recognize when correlation indicates causation and when it doesn't
    distinguish between statistical versus practical significance
  • recognize the role of regression in predictive analytics
    identify how the predictive power of a model can be assessed using the r-squared metric
    recognize key features of logistic regression
    identify the correct regression technique to use in a given situation

IN THIS COURSE

  • Playable
    1.  Overview of Correlation
    2m 11s
  • Playable
    2.  Correlation and Predictive Analytics
    4m 24s
  • Locked
    3.  Correlation and Causation
    4m 4s
  • Locked
    4.  Statistical Significance of Correlation
    2m 46s
  • Locked
    5.  Introduction to Regression Analysis
    4m 54s
  • Locked
    6.  Best Fit and Residual Analysis
    3m 46s
  • Locked
    7.  Logistic Regression for Predictive Analytics
    4m 16s
  • Locked
    8.  Exercise: Identify the Regression Technique
    2m 50s

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