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Air Quality Index Prediction

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Description Using Models like Random Forest Regression, Air quality index is predicted based on attributes if the dataset.The model is deployed using streamlit for user interaction

Steps:

  1. cd Air Quality Index Prediction
  2. streamlit run app.py

Requirements(Ignore if installed):

1.pip install pandas numpy streamlit scikit-learn

Frontend:(Flask API)

Screenshot 2023-08-01 142715

Screenshot 2023-08-01 142728 89-ed4dc6e3c603)

SideBar to display Label Encoder Mappings for the categorical column CITY

Screenshot 2023-08-01 142413

Backend(Random Forest Regression):

Screenshot 2023-08-01 143044