计算机科学 ›› 2018, Vol. 45 ›› Issue (3): 1-8.doi: 10.11896/j.issn.1002-137X.2018.03.001
• 综述 • 下一篇
朝乐门,邢春晓,王雨晴
CHAO Le-men, XING Chun-xiao and WANG Yu-qing
摘要: 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。
[1] 全国高校大数据教育联盟.2017申报“数据科学与大数据技术”专业本科院校数量再创新高.http://www.sohu.com/a/168748806_589639. [2] Steve Pierson.Master’s Programs in Data Science and Analytics.(2017-12-03).http://magazine.amstat.org/blog/2017/06/01/masters-programs2. [3] New York University.Academics.https://cds.nyu.edu/academics. [4] UC Regents.Data Science (DATASCI).(2017-11-21).http://guide.berkeley.edu/courses/datasci. [5] Johns Hopkins Engineering for Professionals.Data Science.(2017-11-21).https://ep.jhu.edu/programs-and-courses/programs/data-science. [6] University of Washington | Seattle,WA.Courses & Curriculum.(2017-11-21).https://www.datasciencemasters.uw.edu/details/courses. [7] New York University.MS in Data Science Courses.(2017-11-21).https://cds.nyu.edu/academics/ms-in-data-science/ms-courses. [8] Stanford University,Stanford,California 94305.M.S.in Statistics:Data Science.https://statistics.stanford.edu/academics/ms-statistics-data-science. [9] Carnegie Mellon University.Data Science Overview.(2017-11-21).https://www.cmu.edu/graduate/data-science. [10] Graduate Curriculum.Columbia University.(2017-11-21).http://datascience.columbia.edu/course-inventory. [11] City,University of London.Data Science.(2017-11-21).https://www.city.ac.uk/courses/postgraduate/data-science-msc. [12] UC Regents.Master of Information and Data Science.(2017-11-21).https://www.ischool.berkeley.edu/programs/mids. [13] Johns Hopkins Engineering for Professionals.Courses.Courses .(2017-11-21).https://ep.jhu.edu/programs-and-courses/programs/data-science. [14] Johns Hopkins Engineering for Professionals.Courses.About.(2017-11-21).https://ep.jhu.edu/programs-and-courses/programs/data-science. [15] University of Washington|Seattle,WA.Career Outlook.(2017-11-21).https://www.datasciencemasters.uw.edu/details. [16] New York University.MS in DATA SCIENCE.(2017-11-21).https://cds.nyu.edu/academics/ms-in-data-science. [17] Stanford University,Stanford,California 94305.M.S.in Statistics:Data Science .(2017-11-21).https://statistics.stanford.edu/academics/ms-statistics-data-science. [18] Columbia University.Mission.(2017-11-21).http://datascience.columbia.edu/columbia-data-science. [19] City,University of London.Objectives.(2017-11-21).https://www.city.uk/courses/postgraduate/data-science-msc. [20] Carnegie Mellon University.Overview:Carnegie Mellon’s Interdisciplinary Approach to Data Science.(2017-11-22).https://www.cmu.edu/graduate/data-science. [21] 2017 University of Washington | Seattle,WA.Course Descriptions.(2017-11-21).https://www.datasciencemasters.uw.edu/details/courses/course-descriptions/#DATA557. [22] Stanford University,Stanford California 94305.STATS315B-Modern Applied Statistics:Data Mining.(2017-11-21).http://scpd.stanford.edu/search/publicCourseSearchDetails.do?method=load&courseId=1164541. [23] UC Regents.Info 251Applied Machine Learning.(2017-11-21).https://www.ischool.berkeley.edu/courses/info/251. [24] 2017 University of Washington | Seattle,WA.Course Descriptions.(2017-11-21).https://www.datasciencemasters.uw.edu/details/courses/course-descriptions/#DATA557. [25] 2017 UC Berkeley School of Information.Python for DataScience.(2017-11-21).https://datascience.berkeley.edu/academics/curriculum/python-for-data-science. [26] Johns Hopkins Engineering for Professionals.605.448 - Data Science.(2017-11-21).https://ep.jhu.edu/programs-and-courses/605.448-data-science. [27] Stanford University.BIOMEDIN 215:Data Driven Medicine.(2017-11-21).http://explorecourses.stanford.edu/search?view=catalog&filter-coursestatus-Active=on&page= 0&catalog=&academicYear=20172018&q=+Data+Dri-ven+Medicine&collapse. [28] Stanford University.OIT 367:Business Intelligence from BigData.(2017-11-21).http://explorecourses.stanford.edu/search?q=OIT%2b367&academicYear=20172018. [29] UC Berkeley School of Information.Data Visualization.(2017-11-21).https://datascience.berkeley.edu/academics/curriculum/data-visualization. [30] Johns Hopkins Engineering for Professionals.605.462 - Data Visualization.(2017-11-21).https://ep.jhu.edu/programs-and-courses/605.462-data-visualization. [31] City,University of London.Core modules.(2017-11-21).https://www.city.ac.uk/courses/postgraduate/data-science-msc. [32] Duke University.MIDS-Program Overview.(2012-12-03).https://datascience.duke.edu/content/course-schedule. [33] Master of Computational Data Science.Masters - CDS - Curriculum.(2017-11-21).https://mcds.cs.cmu.edu/masters-cds-curriculum. [34] Stanford University,Stanford,California 94305.Paradigms forComputing with Data.(2017-11-21).https://statistics.stanford.edu/courses/2014-2015-stats-290. [35] UC Berkeley School of Information.Storing and Retrieving Data .(2017-11-21).https://datascience.berkeley.edu/academics/curriculum/storing-retrieving-data. |
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