美国数据科学(Data Science)选校名单和申请要求

发布时间:2017年10月18日 来源:毕达留学
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—— 我觉得这个专业(Data Science)适合已经有一个基本职业方向,然后需要数据科学的知识作为辅助和提升的同学,比如学经济的想做一些量化,学计算机的想建数据库这样。(在读校友)

—— 近几年Data Science异常的火热,但不要因为热潮去读。推荐一本书,《Data Science for Business》,作者是NYU的一个教授。这本书可以让你初步了解Data Science,看看自己是否真的感兴趣。(在读校友)

—— 相对于Business Analytics,Data Science 更加偏向计算机和统计,因此,一般来说理工科的学生申请更有优势。(毕达团队)

最新美国数据科学(Data Science)选校名单,附热门学校的基本申请要求:

哈佛大学 Harvard University   

专业名称:SM Data Science


课程链接:https://gsas.harvard.edu/programs-of-study/all/data-science

课程长度:1年

专业背景:Students with bachelor’s degrees in the natural sciences, mathematics, or engineering are invited to apply for admission

工作经验:无

注:不接受GMAT代替GRE,不接受IELTS代替TOEFL

哥伦比亚大学 Columbia University   

专业名称:MS in Data Science

课程链接:http://datascience.columbia.edu/master-of-science-in-data-science

课程长度:2年

专业背景:quantitative coursework (calculus, linear algebra, etc...);computer programming coursework

工作经验:许多学生有工作经验,但不是必须的

斯坦福大学 Stanford University   

专业名称:M.S. in Statistics: Data Science

课程链接:https://statistics.stanford.edu/academics/ms-statistics-data-science

课程长度:5 Quarters(1年3个Quarters)

专业背景:较强的数学和计算机背景

工作经验:最好有但不强制

注:不接受GMAT代替GRE,不接受IELTS代替TOEFL

杜克大学 Duke university

专业名称:Master in Interdisciplinary Data Science (MIDS)

课程链接:https://mids.duke.edu/

课程长度:2年

专业背景:We welcome applicants of any age and background, including (but not limited to) recent college graduates with quantitative majors, database engineers who have been in the IT field for years, government professionals who want to integrate data science into federal or local offices, and journalists who want to incorporate data mining into their investigative skills.

工作经验:许多学生有工作经验,但不是必须的

注:每年大约招收25-35个学生

康奈尔大学 Cornell University

专业名称:MPS in Information Science(含Data Science分支)

课程链接:http://infosci.cornell.edu/academics/mps

课程长度:1年

专业背景:solid writing skills, computing experience with some proficiency in a high-level programming language and an understanding of web technologies, good analytical skills, an understanding of the human/cognitive facet of information systems, and a mathematical foundation that includes calculus, probability, statistics, and linear algebra.

工作经验:不要求

注:不接受GMAT代替GRE

布朗大学 Brown University


专业名称:Master's in Data Science

课程链接:https://www.brown.edu/initiatives/data-science/academic-programs/masters-data-science

课程长度:one academic year plus one summer

专业背景:先修课要求为1年的微积分,1学期的线性代数,1学期的概率与统计,编程。We also admit exceptional students who lack one or more of the minimum requirements in linear algebra, probability and statistics, and computer science. The four departments (Math, Applied Math, Computer Science, and Biostatistics) will offer a suitable course in each of these three topics during the Brown summer session before the first semester.

工作经验:不要求,但最好有

乔治城大学 Georgetown University


专业名称:Master of Science in Data Science for Public Policy

课程链接:https://mccourt.georgetown.edu/master-in-data-science-for-public-policy

课程长度:2年

专业背景:a college level calculus course with a grade of a B or higher, and demonstrate evidence of technical ability, such as coursework in computer science, advanced statistics, or higher level mathematics. It is also recommended that applicants complete an introductory microeconomics course.

工作经验:不要求

南加州大学 University of Southern California

专业名称:Master of Science in Computer Science (Data Science)

课程链接:https://www.cs.usc.edu/academics/masters/data-science

课程长度:32 units

专业背景:engineering, math or a hard science.Applicants whose background is not in computer science may consider the MS in Computer Science (Scientists and Engineers)

工作经验:不要求

注:不接受GMAT代替GRE

卡耐基梅隆大学 Carnegie Mellon University

专业名称1:MSPPM Data Analytics track

课程链接:http://cms-staging.heinz.win.cmu.edu/school-of-public-policy-management/public-policy-management-msppm/msppm-track-options/data-analytics-track/index.aspx

课程长度:1.5年

专业背景:较强的数学基础,有先修课要求(http://cms-staging.heinz.win.cmu.edu/admissions/application-process/quantitative-background/index.aspx)

工作经验:不要求

专业名称2:MISM Business Intelligence & Data Analytics

课程链接:http://www.heinz.cmu.edu/school-of-information-systems-and-management/information-systems-management-mism/business-intelligence-data-analytics/index.aspx

课程长度:16个月

专业背景:Required: Statistics、Database、Object Oriented Programming;Suggested: Linear Algebra

工作经验:不要求

纽约大学 New York university

专业名称:MS in Data Science

课程链接:https://cds.nyu.edu/academics/ms-in-data-science/

课程长度:2年

专业背景:a strong background in mathematics, computer science, and applied statistics.

先修课要求:Calculus I、Linear Algebra、Intro to Computer Science (Python and R at a minimum)

工作经验:不要求

注:不接受GMAT代替GRE

相关阅读:《纽约大学数据科学硕士校友反馈

罗彻斯特大学 University of Rochester

专业名称:MS in Data Science

课程链接:http://www.sas.rochester.edu/dsc/graduate/ms.html

课程长度:two semesters

专业背景:science, engineering, mathematics, or business

工作经验:不要求

东北大学 Northeastern University

专业名称1:MS in Data Analytics Engineering

课程链接:https://www.northeastern.edu/graduate/program/master-of-science-in-data-analytics-engineering-14810/

课程长度:2年

专业背景:无

工作经验:不要求

注:不接受GMAT代替GRE

专业名称2:Master of Science in Data Science

课程链接:https://www.northeastern.edu/graduate/program/master-of-science-in-data-science-5256/

课程长度:2-3年

专业背景:Successful applicants to the Masters in Data Science program will have a background in STEM fields, with prior exposure to programming and statistics or linear algebra.

工作经验:不要求

加州大学圣地亚哥分校 University of California-San Diego

专业名称:MS in Advanced Study Degree for Data Science and Engineering

课程链接:http://jacobsschool.ucsd.edu/mas/dse/

课程长度:2年

专业背景:Engineering, Math, Physics, or other Science field preferred

工作经验:不要求

乔治华盛顿大学 George Washington University

专业名称:Master of Science in Data Science


课程链接:https://www.programs.gwu.edu/graduate/data-science

课程长度:10 three-credit graduate courses(10门课程)

专业背景:先修课包括Multivariable Calculus,Statistics,Computer Programming

工作经验:不要求

注:不要求GRE

华盛顿大学 University of Washington


专业名称:Master of Science in Data Science

课程链接:https://www.datasciencemasters.uw.edu/

课程长度:1.5年

专业背景:先修课包括Mathematics(a three-class calculus sequence and a linear algebra course),Computer Programming(a two-course introductory sequence in programming)

工作经验:不要求

注:不接受GMAT代替GRE

福特汉姆大学 Fordham University

专业名称:Master of Science in Data Analytics


课程链接:https://www.fordham.edu/info/25661/master_of_science_in_data_analytics

课程长度:1-2年

专业背景:computer science, information science, engineering, math, physical science, health science, business, social science or city and urban planning

先修课包括Computer Programming(C, C++, Java, R or Python) ,Applied Statistics and Probability,Discrete Mathematics including basic combinatorics and graph theory

工作经验:不要求

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