Machine Learning Project 🤖 . Much research has been conducted to pinpoint the most powerful factors of heart disease and accurately predict the overall risk. Heart Attack is even highlighted as a silent killer that leads to the person's death without noticeable symptoms. Most heart patients are treated for heart diseases but they are not well controlled. The early diagnosis of heart disease plays a vital role in making changes to the lifestyle of high-risk patients and in turn to reduce the complications that occur. The overall system aims to calculate the risk of future heart attack by analyzing data of heart patients which classifies whether they have the risk of a heart attack or not using machine-learning algorithms.