应用型本科高校数据科学与大数据技术专业实践教学现状与改革研究

Study on the current state and reform of practice teaching of the specialty of data science and big data technology in application-oriented universities

数据科学与大数据技术专业是一个新兴专业,应用型本科该专业的实践教学对提高学生的综合素质,培养学生的创新精神与实践能力有着理论教学不可替代的特殊作用。文章从广东省几所应用型本科数据科学与大数据技术专业高校实践教学的课程体系、实践教学条件、实践教学方法等方面进行调查研究,分析比较、归纳总结出该专业相对完善的实践课程体系、教学改革有效方法及教学管理与质量监控措施,从而提高实践教学质量。

Data science and big data technology is a new specialty.Compared with theory teaching,practice teaching plays an irreplaceable role in improving the comprehensive quality and cultivating innovative spirit and practical ability of undergraduates major in this specialty at application-oriented universities.In this paper,the curriculum system,practical teaching conditions,and practical teaching methods of practical teaching in several application-oriented universities of data science and big data technology in Guangdong province are investigated,analyzed,and compared to summarize the relatively well practical curriculum system,effective methods of teaching reform,and monitoring measures for teaching management and quality of this specialty,so as to improve the quality of practical teaching.