Logistic Regression (Predictive Modeling) workshop using R
Predictive Analytics - Learn R syntax for step by step logistic regression model development and validations
Ratings 4.36 / 5.00
What You Will Learn!
- Familiar with Syntax for - Step by step logistic regression modeling using R
Description
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
- Data Import and Data Sanity Check
- Development n Validation dataset preparartion
- Important Categorical Variable selection
- Important Numeric Variable Selection
- Indicator Variable Creation
- Stepwise Regression
- Dealing with multicollinearity
- Logistic Regression Score n Probability generation in the data set
- Hands on KS Calculation
- Coefficient stability check
- Iterate for final model
Who Should Attend!
- R professionals
- Analytics Professionals
- Data Scientists
Tags
- Logistic Regression
- Predictive Modeling
- R (programming language)
- Regression Analysis
Subscribers
556
Lectures
37
TAKE THIS COURSE
