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Predictive Analytics – Learn R syntax for step by step logistic regression model development and validations
An excellent training about Business Analytics & Intelligence
Logistic Regression (Predictive Modeling) workshop using R
This course is a workshop on logistic regression using R. The courseDoesn’t have much of theory – it is more of execution of R command for the purposeProvides step by step process detailsStep by step executionData files for the modelingExcel file containing output of these stepsThe content of the course is as followsData Import and Data Sanity CheckDevelopment n Validation dataset preparartionImportant Categorical Variable selectionImportant Numeric Variable SelectionIndicator Variable CreationStepwise RegressionDealing with multicollinearityLogistic Regression Score n Probabilitygeneration in the data setHands on KS CalculationCoefficient stability checkIterate for final model
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