Heart disease prediction and diagnosis have always been challenging tasks for medical experts. Hospitals and other medical facilities offer pricey procedures and treatments for cardiac diseases. As a result, being able to people all around the world can take the necessary actions to treat cardiac disease before it becomes severe if it is discovered in its early stages. The main causes of heart disease, a severe problem in recent years, are drinking alcohol, smoking cigarettes, and not exercising.