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This is the final project for Fusesmachines. Presented by Mario Toribio at 04/04/2024. It is based on the dataset Telco Customer Churn from Kaggle.
The churn is a problem that affects every company. According to research done by Database Marketing Institute, the average churn rate in the telecom industry is approximately 1.9% per month across the four major carriers, but could rise as high as 67% annually for prepaid services. Since the cost of acquiring new customers is up to 25 times higher than the cost of retaining them, fostering customer loyalty is key.
Before starting 🏁, you need to have Git and Docker installed.
# Clone this project
$ git clone https://github.com/mariotoribi0/fuse-project
# Access
$ cd fuse-project
# Install dependencies
$ docker build -t churn.telecom
# Run the project
$ docker run -p 80:80 churn.telecom
# The server will initialize in the <http://localhost:80>This project is under license from MIT. For more details, see the LICENSE file.
Made with ❤️ by Mario Toribio