近期遇到不少学生咨询美国大学统计专业,尤其是data mining的申请事宜,就此专业方向结合美国部分院校,一一解惑。
Statistics一般开设在College of Arts & Sciences,以Carnegie Mellon University为例,Master's of Statistical Practice是一个一年制的项目。Premier professional training in data science.Focuses on statistical practice, methods, data analysis, and practical workplace skills. Our graduates have been quite successful in finding jobs in many diverse industries including Google, Citi, General Motors, Bank of America, and Groupon。
学校课程设置如下:
Fall Semester
36-601 Perspectives in Data Science I
36-617 Applied Linear Models
36-641 Statistical Methods in Epidemiology
36-721 Statistical Graphics and Visualization
36-763 Hierarchical Models
Spring Semester
36-602 Perspectives in Data Science II
36-618 Experimental Design & Time Series
36-664 Applied Multivariate Methods
36-726 Statistical Consulting
此项目一年学费$39,140,过去一年有超过450名学生申请了该项目,但只有13%的比例被录取,竞争也是很残酷。
这里重点说明一所学校University of California--Irvine, Statistics不是设置在College of Arts & Sciences,而是设置在School of Information & Computer Sciences。学校建议专业背景是学统计,数学,计算机的学生申请。如果不是学此专业的学生,如果被录取,就会被要求在第一年修一到两门和此专业相关的先修课程。如果有同学想申请此学校,也可以通过考Computer Science Subject GRE test来提高自己的申请竞争力。