Correlation & Regression
Predictive Analytics
| Intermediate
- 8 Videos | 29m 10s
- Includes Assessment
- Earns a Badge
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
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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
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1.Overview of Correlation2m 11sUP NEXT
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2.Correlation and Predictive Analytics4m 24s
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3.Correlation and Causation4m 4s
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4.Statistical Significance of Correlation2m 46s
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5.Introduction to Regression Analysis4m 54s
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6.Best Fit and Residual Analysis3m 46s
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7.Logistic Regression for Predictive Analytics4m 16s
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8.Exercise: Identify the Regression Technique2m 50s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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