One of the earliest hackathon I entered was on loan prediction.Algorithm that made use of ensemble learning were used to get prediction. Down the line, when learning to deploy ML models, I revisted old project like this to practice. To see the deployed project, check here
The data had two files. The test files and the train file.Processes include replacing null values, checking for outliers, visualization, scaling and then modelling. The model was then wrapped with stramlit and deployed on heroku.
- Python
- Heroku
- Streamlit
- Pandas, jupyter
- XGBoost,Adaboost,Random forest