Health research concentrates on quality of life. Computational biology converts clinical data into practice which helps in the diagnosis of disease. According to WHO, heart disease is the principal cause of death. The diagnosis and analysis of diseases using artificial intelligence and determination of optimal methods to provide a solution to medical issues are of considerable attention in the research domain. This study concentrates on major Noncommunicable diseases like cardiovascular diseases