Data Analytics: Regression Analysis and Tests

Name: Data Analytics: Regression Analysis and Tests
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Rating: 3.4 (15 reviews)

Learn about the concept of regression analysis and tests in data analytics in this free online course on Alison

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Learning Outcomes

Upon successful completion of this course, you will be able to:

Describe confusion matrix and receiver operating characteristics curve
Explain the classification matrix
Describe how to select a threshold using receiver operating characteristics
Describe the area under the receiver operating curve
Discuss the interpretation of different points in the receiver operating characteristics plot
Describe the test of independence using the investment example
Explain the chi-square test statistics
Explain how to test with more than two proportions
Describe how to use python to test the independence of variables
Discuss the goodness of fit test for Poisson
Discuss the goodness of fit for uniform distribution
Explain the effect of standardization
List the different types of distances computation between objects

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