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As a brand-new instructional form, MOOC has become a hot topic for educators. In particular, the sudden COVID-19 has made MOOC favored by school education. Microsoft Asia Research Institute, which has always regarded itself as a new force of technological innovation, has set up a series of AI courses on MOOC. Through the analysis of the courses, we can find out the existing problems in MOOC and put forward some strategic suggestions for MOOC’s construction.