This report will educate readers about CARET Package. Caret (Classification And REgression Training) is an R package that provides a unified interface for building and evaluating machine learning models. It is a powerful tool that streamlines the process of developing predictive models in R by offering a consistent set of functions for data preprocessing, model training, and model evaluation.