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Attrition Project

This repository contains the core components of the project focused on predicting Attrition based on data from several banks in Germany, France and Spain.

Repository Contents

  • Notebook/ — Main analysis and modeling workflow
  • Version History/ — Project documentation outlining methodology, assumptions, and decisions
  • Data/ — Contains the raw csv used in the making of this project
  • App/ — Contains the training data and model specifications.

Technologies Used

  • Python (Pandas, NumPy, Scikit-learn, Seaborn)
  • Jupyter
  • Streamlit

Project Highlights

  • End-to-end data science workflow
  • Modular and reproducible code
  • Deployed solution demonstrating practical application

Deployment

A live version of the project is available here.


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Calculator for Rate of Attrition based on Banks in Spain, Germany and France.

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