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Breaking Resource Barriers: Designing Interactive Projects for Undergraduate AI Foundations

Faced with limited resources in teaching undergraduate artificial intelligence courses, this article explores innovative interactive project designs that range from fundamental algorithm implementation to low-resource applications of large language models (LLMs). These strategies aim to help second-year students master core AI concepts while developing problem-solving skills.