I developed a Heart Disease Prediction System using the UCI Heart Disease Dataset to help identify the likelihood of heart disease in patients based on clinical and demographic features. The system leverages machine learning algorithms including Logistic Regression, Support Vector Machine (SVM), K-Nearest Neighbors (KNN), and Decision Trees (ID3) to provide accurate and reliable predictions.