##Developer salary prediction using stackoverflow dataset and web application using Flask and Dash
Embed Plotly Dash into machine learning web application using Flask. Docker-based Flask project wrapping Plotly's Dash in one single Flask app.
In this project, we use survey data from stackoverflow to predict developer salary by embed Plotly Dash into machine learning web application using Flask. Full Data can be found here
Docker base image: https://github.com/tiangolo/uwsgi-nginx-flask-docker
Make sure docker is running on your system.
git clone https://github.com/fermat01/Developer-salary-prediction-ml-app.git
cd Developer-salary-prediction-ml-app
docker-compose up -d
Go to url
http://localhost:8080
An example of data visualization
An example of prediction on given input data
- Machine learning algorithms can be improved for better prediction...
- Try different algorithms