Hr-data-analytics:

Predicting and improving employee attrition rates.

This project's goal is to create an API able to :

1. Determine the probablity of a current employee leaving the company
2. Improve hiring based on attrition analysis and predictions
3. Determine the main factors influencing attrition.

The final API is available here : https://hrdataanalytics-4bdr2jy2qa-od.a.run.app

The corresponding front end of the API is accessible here: https://knvhpajv473fknc4tqdejf.streamlit.app/

How to run program

make run

How to run tests

make tests

How to run uvicorn web server

make run_uvicorn