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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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A. Patre

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Open access Aug 2026

Beyond Prediction: Cost-Effective Early Intervention Targeting for Student Attrition in Online Higher Education

A 28-day early-warning model using engagement, assessment, and demographic data from the Open University Learning Analytics Dataset is developed, offering a template for translating learning-analytics predictions into deployable, budget-justified retention interventions.

A. Patre · 0 citations

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