Research Paper Presentation Template in PowerPoint

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This study explores machine learning's role in education, aiming to compare MLR and RF algorithms in predicting STEM performance. Using data from ~200 students, a quantitative research design evaluates model accuracy and identifies key performance predictors. Results reveal MLR's superiority in predictive accuracy and highlight influential factors in student outcomes. Findings underscore the practical implications for education and offer recommendations for future research.