数据科学与大数据技术专业特色课程研究

Unique Curriculums for Data Science and Big Data Technology

目前,我国数据科学与大数据技术专业的建设已成为新的热点话题。在系统调研世界一流大学数据科学专业建设现状的基础上,从特色课程的视角重点分析加州大学伯克利分校、约翰·霍普金斯大学、华盛顿大学、纽约大学、斯坦福大学、卡内基梅隆大学、哥伦比亚大学、伦敦城市大学共8所大学的数据科学专业,提出了数据科学与大数据技术这一新专业应重视的10门特色课程,并分析了现阶段我国数据科学教育中普遍存在的8种曲解现象及对策建议。

How to construct a novel major,called Data Science and Big Data Technology,is one of the hot topics in China.An in-depth analysis on typical universities was conducted including University of California,Berkeley,Johns Hopkins,Washington University,New York University,Stanford University,Carnegie Mellon University,Columbia University,and City University of London.And then,ten core courses of Data Science and Big Data Technology were identified and described.Finally,eight common misunderstandings in existing data science curriculum were proposed,and the solutions were provided respectively.