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Bhasha Anjaria

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Articles

A machine learning framework for early warning prediction of student success using privacy preserving synthetic educational data

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By Sanjay Agal, Arpit Shah, Jaiprakash Dwiwedi, Khushboo Nirajkumar Trivedi, Bhasha Anjaria
| Nature Verified
Abstract The early prediction of student success through machine learning holds transformative potential for improving educational outcomes. However, the development of robust predictive models is fundamentally constrained by the scarcity of large-scale, high-quality educational datasets and privacy regulations.
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