美国留学数据科学专业值得申请的院校有哪些?据托普仕小编了解,关于选校,我觉得以提升个人实力为主,毕竟DS这样的技术类专业,找工作基本都有code test,企业发几道题给你做一下就知道水平了,还有很多在现场面试的时候,会有一两个人看着你的屏幕让你现场做半个或一个小时的编程题,所以有没有水平一般假不了。建议大家还是要先了解课程配置和课程内容,选择对自己最合适的。接下来小编将为你详细介绍。
最后推荐一本书,《Data Science for Business》,作者是NYU的一个教授。如果有同学日后来读NYU DS这个专业,这个书也将是一门必修课的必读书,这个书可以让大家初步了解一下Data Science的基本概念,看看自己是不是真的感兴趣里面的内容。
哈佛大学 Harvard University
专业名称:SM 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:MSPPM Data Analytics track
课程长度:1.5年
专业背景:较强的数学基础,有先修课要求
工作经验:不要求
卡耐基梅隆大学 Carnegie Mellon University
专业名称:MISM Business Intelligence & Data Analytics
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
罗彻斯特大学 University of Rochester
专业名称:MS in Data Science
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:MS in Data Analytics Engineering
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
东北大学 Northeastern University
专业名称:Master of Science in Data Science
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
以上讲的就是美国留学数据科学专业值得申请的院校有哪些介绍,希望能给各位赴美留学的学子们指点迷津。托普仕留学可以为你排忧解难,同时,更多关于赴美留学的相关资讯在等着你,绝对让你“浏览”忘返。在此,衷心祝愿各位学子们能够顺利奔赴自己心目中理想的学校并且学业有成!