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HR Employee Segmentation

This application helps HR cluster employees in groups based on attrition.

Project

Employee Segmentation

Categories

Web Apps, Machine Learning

Date

December 12, 2022

Challenge

HR department cannot detect and proactively address employee turnover within the company. That leads to many $ lost in productivity gains.

Solution

This application helps HR detects which groups leave faster by inspecting trends. Unsupervised machine learning techniques are used to group employees.

case-details

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Project Requirements

✅ Shiny Web Applications

✅ R and Python

✅ Unsupervised Machine Learning (DBSCAN)