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Call for Papers:Vol.12 Issue.3

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Title: :  AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education
PaperId: :  23153
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23153
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MOHAMED FARHUN M,BANNARI AMMAN INSTITUTE OF TECHNOLOGY
Goutam Sutar MThiagarajar College of Management
Nataraj BThiagarajar College of Management
Manikandan B AClairvoyant Software Technologies
Ravikumar SClairvoyant Software Technologies
Atchaya Durai D MClairvoyant Software Technologies
PRIYA LBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

ARTIFICIAL INTELLIGENCE
Predictive Modeling, Python, Data Visualization, MSSQL, Academic Progress Tracking, Predictive Modeling, Student Performance Prediction.
This project aims to develop a comprehensive web-based system using the Django framework for optimizing the course selection and academic performance prediction process in higher education institutions. The system incorporates predictive modeling techniques to recommend suitable courses for prospective students based on their academic backgrounds and interests. Additionally, it provides real-time insights into student performance and predicts external examination marks, aiding academic advisors in offering personalized guidance. Through data visualization and comparison tools, the system offers a user-friendly interface for stakeholders to analyze prediction accuracy and track student progress effectively. Overall, this project aims to enhance the efficiency and effectiveness of academic advising and course selection processes in higher education institutions.

Citations

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IJARIIE MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. "AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 2949-2957
MLA MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. "AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 2949-2957.
APA MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, & PRIYA L. (2024). AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 2949-2957.
Chicago MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. "AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 2949-2957.
Oxford MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. 'AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 2949-2957. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/AI_Enhanced_Predictive_Analytics_for_Pathway_Optimization_in_Higher_Education_ijariie23153.pdf (Accessed : ).
Harvard MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. (2024) 'AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 2949-2957IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/AI_Enhanced_Predictive_Analytics_for_Pathway_Optimization_in_Higher_Education_ijariie23153.pdf (Accessed : )
IEEE MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L, "AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 2949-2957, Mar-App 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/AI_Enhanced_Predictive_Analytics_for_Pathway_Optimization_in_Higher_Education_ijariie23153.pdf [Accessed : ].
Turabian MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. "AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver MOHAMED FARHUN M,, Goutam Sutar M, Nataraj B, Manikandan B A, Ravikumar S, Atchaya Durai D M, and PRIYA L. AI-Enhanced Predictive Analytics for Pathway Optimization in Higher Education. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 2949-2957. Available from: http://ijariie.com/AdminUploadPdf/AI_Enhanced_Predictive_Analytics_for_Pathway_Optimization_in_Higher_Education_ijariie23153.pdf
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