Classification by Machine Learning Algorithms for Predicting Heart Disease

The heart plays a crucial role in the human body, and diagnosing heart diseases with precision is almost important. Heart diseases are life-threatening conditions often caused by factors like hypertension, diabetes, high blood pressure, and cholesterol levels. In this study, we utilize Python and machine learning techniques to analyze and predict heart diseases. We employ a dataset containing distinct features and individual patient records for analysis. The principal aim of this research is to achieve higher accuracy in detecting heart diseases through machine learning algorithms.