Vetrithangam Transforming Outcome-Based Education with Machine Learning

Transforming Outcome-Based Education with Machine Learning

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Beschreibung

This book explores the application of machine learning (ML) in outcome-based education (OBE) and its transformative potential to enhance learning effectiveness. It examines how ML can be seamlessly integrated into various dimensions of OBE to optimize assessment techniques, personalize curriculum design, and modernize teaching methodologies. Emphasizing practical implementation, the book highlights how ML enables personalized learning experiences, supports early intervention strategies, and promotes data-driven decision-making for continuous improvement. Serving as a valuable resource for educators, researchers, and policymakers, it provides actionable insights into leveraging the power of ML to drive innovation and improve educational outcomes.


This book explores the application of machine learning (ML) in outcome-based education (OBE) and its transformative potential to enhance learning effectiveness. It examines how ML can be seamlessly integrated into various dimensions of OBE to optimize assessment techniques, personalize curriculum design, and modernize teaching methodologies. Emphasizing practical implementation, the book highlights how ML enables personalized learning experiences, supports early intervention strategies, and promotes data-driven decision-making for continuous improvement. Serving as a valuable resource for educators, researchers, and policymakers, it provides actionable insights into leveraging the power of ML to drive innovation and improve educational outcomes.


Bridges the gap between machine learning (ML) outcome-based education (OBE) Includes practical examples and case studies, demonstrating real-world applications of concepts Discusses current trends and challenges in education, and ethical considerations in using machine learning technologies

Autor*in

D. Vetrithangam

Themen in »Transforming Outcome-Based Education with Machine Learning«

Machine Learning in Outcome Based Education Machine learning in OBE Machine Learning in Educational Outcomes Machine Learning in Educational Processes Machine Learning in Continuous Improvement Curriculum guidance using Machine learning

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Details

ISBN: 9789819549245
Verlag: Springer Singapore
Erscheinung: 03.02.2026

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