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AI Education, Student Projects, Computational Resource Constraints: Designing Interactive Undergraduate AI Coursework

This article explores how to design effective interactive projects for sophomore-level AI foundation courses under computational resource constraints. Presenting a tiered approach from algorithm implementation to real-world applications, it offers educators practical solutions for cultivating core AI competencies.