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In Singapore's high-stakes education system, where educational excellence is paramount, tuition generally pertains to supplementary additional classes that provide focused support beyond school curricula, assisting pupils grasp topics and gear up for significant exams like PSLE, O-Levels, and A-Levels amid intense pressure. This independent education industry has grown into a multi-billion-dollar business, powered by families' commitments in personalized support to overcome learning gaps and enhance scores, although it commonly adds burden on adolescent students. As machine learning appears as a disruptor, investigating cutting-edge
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