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Air quality refers to the degree to which the air is suitable or clean enough for humans or the environment. It is measured using Air Quality Index, which tells how clean or polluted the air is. There are various pollutants whose concentrations determine how polluted the air is, like PM 2.5, PM 10, CO, etc. Delhi has consistent concentrations of PM 2.5 and PM 10 above the permissible limits. The present study aims at modelling concentrations of PM 2.5 and PM 10 using machine learning algorithms.