The Heart Failure Prediction System is a Streamlit app that predicts the likelihood of heart disease based on user inputs like age, gender, blood pressure, cholesterol, and other health parameters. It uses a Random Forest Classifier to analyze the data and provide real-time predictions, helping assess heart health risk.