This Brain Stroke Prediction application is designed to help identify individuals who may be at risk of experiencing a stroke. Built using machine learning and a user-friendly front-end interface, the application takes into account various health and demographic factors such as age, hypertension, heart disease, glucose level, BMI, smoking status, a