学费和学制
哥大的数据科学项目是由文理学院的统计系和工程学院的CS、IEOR系联合办理,设立在Data Science Institute。大部分学生选择1年修完课程,但也可以2年完成此项目。
2021-22学年的学费是$2,272/学分,要求修够30学分,总的学费是$68,160。
课程设置
Computer Science:
COMS W4121 Computer Systems for Data Science
COMS W4721 Machine Learning for Data Science
CSOR W4246 Algorithms for Data Science
Engineering:
ENGI E4800 Data Science Capstone and Ethics
3、Statistics:
STAT GR5701 Probability and Statistics for Data Science
STAT GR5702 Exploratory Data Analysis and Visualization
STAT GR5703 Statistical Inference and Modeling
4、Electives:
COMS W4995 Topics in Computer Science: Applied Machine Learning
COMS W4995 Topics in Computer Science: Applied Deep Learning
COMS W4995 Topics in Computer Science: Causal Inference for Data Science
COMS W4995 Topics in Computer Science: Data Analytics Pipeline
COMS W4995 Topics in Computer Science: Elements of Data Science
COMS E6998 Topics in Computer Science: Machine Learning with Probabilistic Programming
COMS E6998 Natural Language Processing: Computational Models of Social Meaning
EECS E6894 Topics in Information Processing: Deep Learning for Computer Vision, Speech, and Language
IEOR E4571 Topics in Operations Research: Personalization Theory & Application
IEOR E4721 Topics in Quantitative Finance: Big Data in Finance
STATS GR5293 Topics in Modern Statistics: Applied Machine Learning for Financial Modeling and Forecasting
STATS GR5293 Topics in Modern Statistics: Applied Machine Learning for Image Analysis
Cross-Registration Instructions for Non-Data Science Students
课程学习压力较大(好像对陆本的学生来说,刚去国外压力都大)。对于Statistics类课程,本科学过相关课程的话可以参加waive考试,考试通过可以选择更好的课程替代。哥大的NLP、ML类的课程是哥大的强项,选课竞争比较激烈。
申请解析
前提课程
量化课程如微积分、线性代数等;计算机编程,硕士课程中会要求R、Python、shell scripts、C和Java,你们看着办吧。
录取情况
官网FAQ里还是19年的数据,当时PT和FT的学生一共有150人左右,平均本科GPA3.76,GRE 168 (Q)、158 (V)、3.8 (W)。截止到21年5月,MSDS有679位校友。根据不完全统计,21年入学人数共有200左右。