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A Gradio-powered machine learning app to predict which employees are most likely to leave based on HR metrics. Includes end-to-end data preprocessing, model training, and deployment.

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archanadeshamane/Gradio_HR-Analytics_Resignation-Predictor

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HR-Analytics_Resignation-Predictor_Gradio

A Gradio-powered machine learning app to predict employee resignation based on HR metrics. Includes end-to-end data preprocessing, model training, and deployment.

Features

  • Input key employee metrics: satisfaction level, last evaluation, no of projects, etc.
  • Predictions on resignation likelihood.
  • Easy-to-use web interface with Gradio.

Usage

  • Enter employee details into the Gradio app and click button named 'Will this employee resign?'.
  • Demo screenshots of app interface and functionality are added in repository.

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A Gradio-powered machine learning app to predict which employees are most likely to leave based on HR metrics. Includes end-to-end data preprocessing, model training, and deployment.

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