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With the deepening of industrial transformation and upgrading and reform of vocational education, the demand of society for high-level vocational technicians has increased. Combining with the “20 articles of vocational education” and “1+X” certificate system pilot project, based on the existing system of secondary and higher vocational education in our college, we jointly carry out the reform of “integration of courses and certificates” with Guangdong University Of Science & Technology. According to the characteristics of the school’s majors, the vocational skill level certificate of “intelligent computing platform application development” was selected as a pilot reform, and the X certificate was fully utilized as the basic measure and standard for practitioners to measure their competence, so as to build an integrated talent training system of middle and high school, and to realize the organic connection between the curriculum systems of middle school, high school and undergraduate levels. This will help cultivate more excellent technical skills talents for the Guangdong-Hong Kong-Macao Greater Bay Area and is expected to provide a reference for building a perfect vocational education system.