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Global Warming has become an emerging threat to mankind. Sudden changes caused in the environment are making survival, a difficult task. The flora and fauna, not only of the country India but also the whole world is disturbed; hence, the ecosystems are not easily adapting to the changes. Many hands-on methods adopted by the people do not contribute to the solution needed. To resolve this issue, prediction of the extent of Global Warming to name the solutions is needed and the proposed system suggests the same. The system proposed uses the technique of Machine Learning and based upon the hypothesis proposed, the prediction of global warming for an upcoming decade is made. Also, the formula to calculate the extent of global warming is derived. [ABSTRACT FROM AUTHOR]