Employee Attrition Prediction

Project summary

For any company, employee attrition is a big challenge. It is easier to retain employees than recruit employees in the open market - especially if you are a mid market company. This project is about using machine learing steps to explore and determine the employees that exhibit potential risk to attrite in the next month.

Data collection

The data used in this analysis was gotten from https://github.com/amitkaps/full-stack-data-science/tree/master/employee-attrition

Analysis Workflow

The listed steps below were used in executing this project.

• Define
• Discover
• Develop
• Deploy

Project file

Click the following link to view the project: employee-attrition-prediction notebook.