In this project I am trying to create a basic Air quality prediction model

Method used

I am using linear regression model considering I have a small data

dataset

data is taken from this site

Install

• Pandas 0.18.0
• Numpy 1.10.4
• Matplotlib 1.5.1
• Scikit-learn 0.17.1
• Seaborn 0.8.0
• flask

saving the model

to save the model i have used pickle module from sklearn

deploying the model

I have used flask to deploy my machine larning model using basic HTML and CSS. these files can be viewed in template folder and css in static folder other than that you can refer app.py to understand how i have deployed my model

here are some screen shots of the application