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Air pollution has been a severe problem in the major smart cities. Air quality of a certain region can be used as one of the major factors determining pollution index also how well the city’s industries and population is managed. Air pollution has remained a major challenge for the public and the government all over the world. Air pollution causes noticeable damage to the environment as well as to human health resulting into acid rain, global warming, heart diseases and skin cancer to the people. To overcome this, we are using a machine learning approach for predicting the air quality and thus we can take appropriate measures to reduce it. In This Project we will be making an Air Quality Prediction system which will predict the quality of air based on a particular dataset. Technology we will use is Machine Learning in which we will train the dataset based on Machine Learning Algorithms and predict the quality of air.