Delhi Rental Price Prediction
Estimate the rent you should be paying for a house in New Delhi. Models trained on 12000 scrapped public rental listings and deployed as a Flask app.
- Data scraping and ingestion scripts.
- Data Cleaning and Wrangling Notebook.
- Analysis and Modelling- Using a Voting Regressor Ensemble of Random Forest and XGBoost with one model optimised for reduced MAE and the other for reduced RMSE.
All Feature selection (RFE), model comparisons and hyper-parameter optimisation in Notebook. - Deployed as a Flask App.
Model Pipeline | Web-App |
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