工科教育背景下数据科学与大数据技术专业实践教学研究

Le Wei, Qiuyun Zhao
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引用次数: 0

摘要

在高校设立数据科学与大数据技术专业,是弥补中国大数据产业人才缺口的重要举措。实践教学在培养大数据人才中具有不可替代的作用。以成都信息工程学院数据科学与大数据技术实践教学为研究对象,结合CDIO工程教育的要求进行研究。从构建专业实践课程体系和改革项目驱动型实践教学模式两个方面,探讨项目驱动型大数据专业实践教学。其特点是设计合理的工程项目,根据课程体系进行“模块化”分解。整个项目分散在实践课程中,通过“项目驱动,做中学”实现学生对知识的掌握,从而提高学生的实践能力、实践创新创业能力和团队合作能力,最终达到专业培养的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Practical Teaching Research of Data Science and Big Data Technology Major Under Engineering Education Background
It is an important measure to make up for the talent gap of big data industry in China to set up data science and big data technology majors in Colleges and universities. Practice teaching plays an irreplaceable role in the cultivation of big data talents. Taking the practical teaching of data science and big data technology in Chengdu University of Information Technology as the research object, research is also combined with the requirements of CDIO engineering education. From two aspects: the construction of a professional practice curriculum system and the reform of project-driven practical teaching model, we discuss the project-driven big data professional practical teaching. It is characterized by the design of reasonable engineering projects, decomposed by ‘modular’ according to the curriculum system. The whole project is dispersed in the practice course, and students' mastery of knowledge is realized through ‘project-driven, learning by doing", so as to improve students' practical ability, practical innovation and entrepreneurship ability, and team cooperation ability, and finally achieve goals of professional training.
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