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Logistic Regression (Predictive Modeling) workshop using R
Predictive Analytics - Learn R syntax for step by step logistic regression model development and validations
This Course Includes
udemy
4.5 (102 reviews )
3h 37m 
english
Online - Self Paced
professional certificate
Udemy
About Logistic Regression (Predictive Modeling) workshop using R
This course is a workshop on logistic regression using R. The course
Doesn't have much of theory
- it is more of execution of R command for the purpose
Provides step by step process details
Step by step execution
Data files for the modeling
Excel file containing output of these steps The content of the course is as follows 1. Data Import and Data Sanity Check 2. Development n Validation dataset preparartion 3. Important Categorical Variable selection 4. Important Numeric Variable Selection 5. Indicator Variable Creation 6. Stepwise Regression 7. Dealing with multicollinearity 8. Logistic Regression Score n Probability generation in the data set 9. Hands on KS Calculation 10. Coefficient stability check 11. Iterate for final model
What You Will Learn?
- Familiar with Syntax for - Step by step logistic regression modeling using R.