IBM retention Prediction using ML algorithms




R Code

For the R code: [Link]


Presentation Slides

For the presentation slides: [Link]


Project Summary:

The goal of this project is to make a recommendation to reduce the employee attrition rate in IBM.

The project components include the following:
  1) Using machine learning to predict attrition
  2) Uncovering key factors that lead to attrition
  3) Create a persona that characterizes “high-risk” employees
  4) Recommendation and limitation.