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Emily J. Barnes – ProQuest LLC, 2024
This quantitative study investigates the predictive power of machine learning (ML) models on degree completion among adult learners in higher education, emphasizing the enhancement of data-driven decision-making (DDDM). By analyzing three ML models - Random Forest, Gradient-Boosting machine (GBM), and CART Decision Tree - within a not-for-profit,…
Descriptors: Artificial Intelligence, Higher Education, Models, Prediction
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Erin Anderson; Samantha Davis – Journal of Educational Change, 2024
Coaching is a form of professional learning that can contextualize learning and personalize the development of knowledge and skills to improve professional practice and the student experience. Coaching for equity-oriented continuous improvement needs be defined differently than instructional coaching since the schools are focused on changing…
Descriptors: Coaching (Performance), Professional Continuing Education, Faculty Development, Educational Change
Constantakis, Patti – Digital Promise, 2016
Technology has the potential to be a powerful tool for improving access to learning for adult learners. It can help create personalized pathways to support learning differences and open up a world of digital information and resources that form the gateway to today's job market. Despite enthusiasm from educators shown in recent studies, in general,…
Descriptors: Educational Technology, Technology Uses in Education, Technology Integration, Adult Education