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AI Education: Designing Resource-Friendly Student Projects for Undergraduate AI Courses

This article explores effective strategies for designing AI projects for second-year undergraduates with limited computational resources. Covering gradual project design and alternative resource utilization, it helps educators build teaching systems that convey core AI concepts without hardware constraints in artificial intelligence education, student projects, and computational resource limitations.