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- ItemOpen AccessAir Quality Prediction using machine learning Methods(North South University, 2021) Hossain Amrin; Sumaia Islam Alita; Shahnewaz Siddique; 1531148042; 1620205042Air pollution is one of the modern world's biggest issues. In Dhaka, Bangladesh, air quality has become a topic of concern that is growing day by day. Especially, PM2.5 andPM10levels are troubling because of their connection to health threats. The purpose of this study is to predict Air quality. Our main goal of this project is to assist Bangladeshi citizens to realize the risks and steps they need to take to mitigate air pollution. So, in this paper, we are presenting some forecasting models that will help to predict air quality.