THE TRAINING MODE OF APPLIED TALENTS IN THE MAJOR OF BIG DATA MANAGEMENT AND APPLICATION UNDER THE GUIDANCE OF CURRICULUM IDEOLOGICAL AND POLITICAL EDUCATION
Keywords:
Curriculum ideological and political education, Emerging engineering education, Big data management and application, Applied talents, Training modeAbstract
Against the backdrop of the in-depth integration of emerging engineering education and curriculum ideological and political education, the major of Big Data Management and Application, a typical interdisciplinary emerging engineering major, needs to break through the limitation of "emphasizing technology over values" in cultivating applied talents. Taking the Introduction to Big Data course as the core starting point, based on the implemented ideological and political construction practice and the systematic content of the teaching syllabus of this course, this paper constructs a four-in-one talent training mode of in-depth integration of "Curriculum Ideological and Political Education + Professional Education" covering "goals-content-practice-evaluation". By exploring ideological and political elements suitable for the professional characteristics, designing case-driven and project-oriented teaching practice paths, and establishing a multi-dimensional quantitative evaluation system, the organic unity of knowledge imparting, ability training and value shaping is realized. This research provides a replicable and promotable practical plan for the cultivation of big data-related professional talents in private application-oriented undergraduate universities.References
[1] Wu C W, Gao Y, Lu S, et al. Curriculum Ideological and Political Teaching of Data Structure and Algorithm Under the Background of "Emerging Engineering Education". China Metallurgical Education, 2026(01): 85-88+92.
[2] Hong H. Exploration of the Ideological and Political Teaching Mode of the Course "Ideas and Methods of Scientific and Technological Innovation" Under the Background of Emerging Engineering Education. University, 2026(03): 144-147.
[3] Lin Z Y. Introduction to Big Data (2nd Edition). Beijing: Posts & Telecom Press, 2025.
[4] Xiao N, Gao M, Li Y, et al. Exploration on the Construction of Curriculum Ideological and Political Education in Data Mining Course Under the Background of Emerging Engineering Education. Computer Education, 2026(02): 75-81.
[5] Zhang J J, Shu T, Song J Y. Exploration on the Curriculum Ideological and Political Teaching Mode of Artificial Intelligence Under the Background of Emerging Engineering Education -- Taking the Basics of Machine Learning Course as an Example. Journal of Higher Education, 2026(04): 1-7.
[6] Luo G H, Jiang H H. Research on Curriculum Ideological and Political Teaching of Data Warehouse Technology Under the Background of Emerging Engineering Education. Journal of Hubei Open Vocational College, 2025(19): 89-91.
[7] Dong X X, Tan G Y, Wang X S, et al. Artificial Intelligence Empowering Architectural Design Teaching: Taking the Machine Learning Course as an Example. World Architecture, 2025(08): 65-69.
[8] Wu J, Hu H. Study on Machine Learning Applications in Ideological and Political Education Under the Background of Big Data. Journal of Electrical and Computer Engineering, 2022, 2022: 3317876. DOI: 10.1155/2022/3317876.
[9] Ma Y, Liu H. Analysis of Talent Demand and Cultivation Status of Big Data Management and Application in the Era of Digital Economy. Advances in Education, 2024, 14(8): 236-241. DOI: 10.12677/ae.2024.148326.
[10] Wang L, Zhang Y, Li J, et al. Training Path of Big Data Management and Application Talents Based on BERTopic-TOPSIS Model. PLOS ONE, 2025, 20(2): e0334127. DOI: 10.1371/journal.pone.0334127.
[11] Zhang Z, Zhang Y B, He W J. Exploration on the Path of Curriculum Ideological and Political Education Based on the Dual-Dimensional Synergy of "Individual-Team" and "In-Class-Out-of-Class" -- Taking the Introduction to Machine Learning Course as an Example. The Science Education Article Collects, 2025(07): 119-122.
[12] Xu L J. Research on the "Post-Course-Competition-Certificate" Integrated Teaching Mode of Artificial Intelligence Major in Vocational Colleges -- Taking the Machine Learning Technology Course as an Example. Information & Computer, 2025, 37(21): 221-223.