摘要
文章从专业发展以及国家政策要求等方面,分析了应用统计学专业人才培养的模式需要做出适当改变以适应数据科学时代的需要。文章从培养目标、课程设置、实践/实验课教学等3个方面给出了应用统计学专业人才培养方案的修订建议。提出应用统计学专业在人才培养方案修订时,应突出“加强与其他学科专业知识融合、增强学生实践能力与水平”的特征,适当增加以“统计计算”“数据挖掘”“机器学习”等课程为中心的高质量、高标准课程体系建设。
The article analyzes the need for appropriate changes in the training mode of applied statistics professionals to meet the needs of the data science era from the perspectives of professional development and national policy requirements.Suggestions for revising the training plan for applied statistics professionals were provided from three aspects:training objectives,curriculum design,and practical/experimental teaching.It is proposed that when revising the talent training plan for the applied statistics major,the characteristics of“strengthening the integration of professional knowledge with other disciplines,enhancing students’practical abilities and levels”should be highlighted,and a high-quality and high standard curriculum system centered on courses such as“statistical computing”,“data mining”and“machine learning”should be appropriately added.
作者
王超
袁德强
管梦妮
Wang Chao;Yuan Deqiang;Guan Mengni(School of Mathematics and Statistics,Anyang Normal University,Anyang 455000,China)
出处
《江苏科技信息》
2023年第20期28-32,共5页
Jiangsu Science and Technology Information
基金
安阳师范学院教育教学改革研究项目,项目名称:应用统计学专业课程案例库建设的研究与实践,项目编号:ASJY-2021-BZD-009
安阳市科技计划软科学项目,项目名称:安阳市个人信用评价模型及应用场景研究,项目编号:2022C02ZF021。
关键词
数据科学
应用统计学
培养方案
data science
applied statistics
professional training plan
