This research paper presents a data-driven approach to improving campus safetyCampus safety. We address the problem of enhancing security measures in educational institutions by leveraging machine learningMachine learning techniques. The paper outlines the methodology, data collection, data preparation, and the application of machine learningMachine learning models for predicting security incidents. Results include correlation matrices, accuracy scores, and recall values. The findings demonstrate the efficacy of our approach in creating a safer campus environment.