Abstract: Under the background of new engineering, how to construct a distinctive single-chip teaching model has become a new opportunity and challenge for colleges and universities in the era of big data and artificial intelligence. At present, colleges and universities generally have common problems such as "relatively backward educational concepts, conservative teaching methods, and difficulty in following up with cooperative education mechanisms", resulting in a serious mismatch between talent training and market supply and demand. For this reason, college education urgently needs reform, optimization, and innovative development. The article focuses on the talent training mechanism, taking the "Single Chip Microcomputer" course as an example, reforms and practices in the aspects of systemicity, intersectionality, and application, aiming to build a new mode of education for college students under the background of new engineering, and focus on cultivating college students' innovation awareness and entrepreneurial ability.

Key words: MCU, Teaching reform, Collaborative education, New engineering