更新时间:2024-10-06 16:00:05作者:留学之路
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。
COMS W4121 Computer Systems for Data Science
COMS W4721 Machine Learning for Data Science
CSOR W4246 Algorithms for Data Science
ENGI E4800 Data Science Capstone and Ethics
STAT GR5701 Probability and Statistics for Data Science
STAT GR5702 Exploratory Data Analysis and Visualization
STAT GR5703 Statistical Inference and Modeling
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。
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。
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。