This report analyzes the student performance data of two Portuguese schools, including demographics, social approach, school-related features, and grades. The report aims to investigate the differences in predictors and their predictability, variability of models, and the association of G3 with G1 and G2. The report also includes research objectives, curriculum, and analysis conducted in RapidMiner software.