哥伦比亚大学DS课程设置举例
http://datascience.columbia.edu/master-of-science-in-data-science
统计和计算机课程
l Introduction to Data Science
l Computer Systems for Data Science
l Machine Learning for Data Science
l Algorithms for Data Science
l Probability Theory
l Probability Theory
l Exploratory Data Analysis & Visualization
l Statistical Inference & Modeling
选修课
可选范围比较广泛，包括
l Translational Bioinformatics
l Topics in Computer Science: Applied Machine Learning
l Topics in Computer Science: Causal Inference for Data Science
l Topics in Computer Science: Elements of Data Science: A First Course
l NLP: Computational Models of Social Meaning
l Topics in Computer Science: Projects in Data Science: A First Course
l Topics in Information Processing: Big Data Analytics
Application Requirements
- Online application
- Personal Statement
- Uploaded transcripts from every post-secondary institution attended
- Three recommendation letters
- Curriculum vitae / resumé
- Official Graduate Record Examination (GRE) General Test Scores are optional for the 2022 applications
- $85 non-refundable application fee
- TOEFL, IELTS or PTE Academic test scores, if applicable
Deadlines
Fall Application Deadline
- Priority Deadline: January 15
- Final Deadline: February 15
哥大DS录取要求分析
https://datascience.columbia.edu/education/programs/m-s-in-data-science/admissions/
