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 correlationRecognize how correlation is used in predictive analyticsRecognize when correlation indicates causation and when it doesn'tDistinguish between statistical versus practical significance
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Recognize the role of regression in predictive analyticsIdentify how the predictive power of a model can be assessed using the r-squared metricRecognize key features of logistic regressionIdentify the correct regression technique to use in a given situation
IN THIS COURSE
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2m 11sIn this video, you will learn how to identify key features of correlation. FREE ACCESS
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4m 24sUpon completion of this video, you will be able to recognize how correlation is used in predictive analytics. FREE ACCESS
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4m 4sAfter completing this video, you will be able to recognize when correlation indicates causation and when it does not. FREE ACCESS
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2m 46sIn this video, find out how to distinguish between statistical and practical significance. FREE ACCESS
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4m 54sAfter completing this video, you will be able to recognize the role of regression in predictive analytics. FREE ACCESS
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3m 46sIn this video, you will learn how to assess the predictive power of a model using the r-squared metric. FREE ACCESS
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4m 16sUpon completion of this video, you will be able to recognize key features of logistic regression. FREE ACCESS
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2m 50sLearn how to identify the correct regression technique to use in a given situation. FREE ACCESS
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Channel
Industry Analysis