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academic-prediction

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Rashed-alothman / student_performance_project

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A machine learning-based educational technology system that predicts student academic outcomes through three specialized models: final exam mark prediction, dropout risk assessment, and pass/fail forecasting. Built with Python, Flask, and scikit-learn to help educational institutions identify at-risk students and implement timely interventions.

python education flask data-science machine-learning scikit-learn data-visualization web-application predictive-analytics educational-technology shap student-performance academic-analytics academic-prediction dropout-prevention
  • Updated May 2, 2025
  • Python

Rohityalavarthy / personalized-academic-guidance-system

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AI-powered academic guidance system that predicts student GPA and recommends personalized courses using collaborative filtering, Jaccard similarity, and PageRank algorithms. Built with Python ML backend, Node.js API, and web frontend for real-time academic planning assistance.

nodejs python machine-learning pagerank python3 web-application collaborative-filtering recommender-system education-technology recomendation-system course-recommendation gpa-prediction academic-prediction student-analytics
  • Updated Oct 1, 2025
  • JavaScript

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