Early detection of heart attack, plays a crucial role in preventing serious complications and improving patient outcomes. This paper presents study on the use machine learning algorithms for early attack detection. The dataset used this includes information such as age, sex, chest pain type, resting blood pressure, cholesterol level, other relevant attributes. Various algorithms, including Supp...