Currently, artificial intelligence (AI) technology has emerged as a cutting-edge and hot technology in higher education, serving as a vital force in deepening the development and transformation of higher education. "Pharmaceutical analysis" is one of the professional courses in the field of pharmacy, mainly covering methods and techniques for drug quality control, and emphasizing the imparting of confirmatory technical knowledge. The "Pharmaceutical Analysis" teaching team in Foshan University aligning with the talent development objectives and the demands of the biomedical industry, has relied on the AI assistant function of the Superstar Learning Platform to construct a four-dimensional course knowledge map of "course objective layer, theoretical framework layer, practical operation layer, and teaching resource layer", and to initially establish an AI-driven "knowledge-competency-literacy" course knowledge map matrix dominated by ability map, led by ideological and political map, supported by knowledge map and problem map, and driven by AI teaching assistant, in order to achieve intelligent construction of the Pharmaceutical Analysis course resources. The construction of "Pharmaceutical Analysis" AI curriculum has yielded positive outcomes and significantly enhanced students' learning initiative and effectiveness, while providing a reference for the construction of other courses in the pharmacy major.

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