Advancing Educational Outcomes Through Predictive Analytics and Machine Learning
Abstract
The integration of predictive analytics and machine learning in education represents a transformative shiftfrom reactive assessment to proactive student support. This article examines how educational institutionsleverage diverse machine learning methodologies, including binary classification models, sequential neural networks, unsupervised learning techniques.
Fields of Study & Subjects
Online Learning and Analytics
Artificial Intelligence in Education
Educational Technology and Pedagogy
Publication details
- Journal / source
- Journal of Computational Analysis and Applications
- Publication date
- 25 February 2026
- Language
- EN