首页|新工科背景下大数据分析课程改革与探索

新工科背景下大数据分析课程改革与探索

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大数据分析是在新工科背景下,着眼于使学生掌握大数据分析方法,能应用大数据软件对数据进行智能加工处理,深入挖掘数据的价值而开设的一门专业必修课程.该文以大数据分析课程教学为例,从解决大数据分析课堂存在理论知识陈旧、学生课堂参与率低、实践能力薄弱的问题出发,通过拓展教学内容、实施案例实践教学方式、校企联合、引入实践性评估机制课程改革和探索方法,实现课堂知识与时俱进,提高学生参与度,培养学生创新思维,增强个人实践能力的目的,为学生今后的职业发展打下坚实基础.实践证明,课程改革之后的教学模式,更加适应时代发展,能够培养更多满足社会发展需求的人才.
Big Data Analysis is a mandatory course under the background of new engineering,focusing on enabling students to equip with methods for analyzing big data,enable them to proficiently utilize big data software in order to intelligently process and extract value from data.This paper takes the course as an example and highlights the challenges faced in traditional teaching methods,such as outdated theoretical knowledge,low student participation,and weak practical skills in Big Data Analysis.To address these challenges,four approaches were explored:expanding the teaching content,introducing practical case studies,promoting university-industry collaboration,and implementing practical evaluation methods.By adopting these approaches,this course has been successful in keeping up with the latest developments,cultivating students'innovative thinking and enhancing their practical ability can lay a solid foundation for students'future career development.Practice has proved that this curriculum reform is more adaptable to the development of the times and can train more talents to meet the needs of social development.

new engineeringBig Data Analysiscurriculum reformschool-enterprise cooperationpractical evaluation

姚准、王玲、张浩、李兰兰、李贵强

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河南农业大学 机电工程学院,郑州 450002

新工科 大数据分析 课程改革 校企联合 实践性评估

2024

高教学刊
黑龙江省创联文化传媒有限公司,黑龙江省高等教育教学评估中心

高教学刊

ISSN:2096-000x
年,卷(期):2024.10(30)