Samuelwanza/customerware-submission

This is a fully fledged model that predicts whether customers will leave a company or not. Our case study is the telecommunication industry and more specifically airtel Rwanda.. Customerware model # 📗 Table of Contents - 📖 About the Project - 🛠 Built With - Tech Stack - Key Features - 🚀 Live Demo - 💻 Getting Started - Setup - Prerequisites - Install - Deployment - 👥 Authors - 🔭 Future Features - 🤝 Contributing - ⭐️ Show your support - 🙏 Acknowledgements - ❓ FAQ - # 📖 [Customerware] **[customerware]** is a model that predicts whether customers will leave a company or not and more specifically in the telecommunication industry - Video Link - Deployed Model - Backend Repositiory - Frontend Repository - Colab Link ## 🛠 Built With ### Tech Stack Model For the model we mainly used Jupyter notebook for dataset cleaning, feature engineering, feature selection and model traning,validation, valuation and sample deployment. Tools:pandas,matplotlib,scitlearn,xgboost,numpy,seaborn Client The frontend is implemented in HML,CSS and Vanilla Javascript Server The server is implemented in flask with scitlearn, pandas,joblib,flask-cors as dependencies ### Key Features - **[Prediction]** - **[GoodUI]** - **[ReliableOutput]** ( back to top ) ## 🚀 Live Demo - Live Demo Link ( back to top ) ## 💻 Getting Started To get a local copy up and running, follow these steps. ### Prerequisites In order to run this project you need: - A google account in order to run colab - scit-learn, flask-cors,Flask, xgboost for the server - You should have python installed ```sh sudo apt-get update sudo apt-get install python3.6 ``` --> Clone this repository to your desired folder: Example commands: ```sh cd my-folder git clone git@github.com:myaccount/customerware-submission.git.git ``` ### Install - To run colab use the link:colab link - To run the [frontend] head to this repository: customerware frontend and clone to choice directory, ```sh cd choice directory code . ``` click Go Live if live server is installed - To run [server] head to the repository:customerware and clone it to choice directory ```sh cd choice directory g …