The goal of this project is to provide MIS students with additional hands-on experience in data analysis and reinforce the concepts and methods covered in class. I worked on a project to analyze data on heart failure patients using a decision tree algorithm. To do this, I gathered data from public datasets and experiment with different decision tree algorithms to improve the accuracy of the model. Finally, I will interpret and communicate the results of the analysis, including visualizations of the decision tree and statistical measures like accuracy and precision.