Cardiovascular diseases(CVDs) are the leading cause of death globally, accounting for 31% of all deaths, with an estimated 17.7 million lives lost each year. Early detection and management are necessary for people with heart diseases or high cardiovascular risk. Four out of five CVD deaths are due to heart attacks and strokes, and a third of these occur prematurely in people under 70. Since heart failure is common in cardiovascular diseases, we built a model that predicts heart failure which will help to predict a potential heart disease.