MartoMcfly / MobilePricePredictionApp

A web application to predict mobile phone prices using ML approach

Mobile Price Prediction App built with Streamlit, Grafana, FastAPI, Airflow, and Docker

Follow the Commands below to Run the Project

git clone https://github.com/EpitaDataAlliance/DSA_Data_Alliance_proyect.git

cd DSA_Data_Alliance_proyect

docker-compose up airflow-init

docker-compose up --build

URLs of the Applications

• Streamlit -> http://0.0.0.0:8501
• Airflow -> http://0.0.0.0:8080 -> default user:pass -> airflow:airflow
• Grafana -> http://0.0.0.0:3000 -> default user:pass -> admin:admin123
• FastAPI -> http://0.0.0.0:5000

Demo Version

A running version of the project can be found at http://35.78.183.136:<app_port> except the Airflow part since the AWS EC2 instance does not have enough resources to run