Officials around the world are using several COVID-19 outbreak prediction models to make educated decisions and
enact necessary control measures. In this study, we developed a Machine Learning model which predicts and forecasts the
COVID-19 outbreak in India, with the goal of determining the best regression model for an in-depth examination of the novel
coronavirus. Based on data available from January 31 to October 31, 2020, collected from Kaggle, this model predicts the
number of confirmed cases in Maharashtra.