Personalized education leverages AI and educational data mining to tailor learning experiences to individual student needs, enhancing cognitive development and engagement. Key advancements include educational recommendation systems, cognitive diagnostics, knowledge tracing, and learning analytics, which support targeted interventions and adaptive learning strategies through comprehensive data insights.