核心课程：
- DS-GA 1001 Introduction to Data Science
- DS-GA 1002 Probability and Statistics for Data Science
- DS-GA 1003 Machine Learning
- DS-GA 1004 Big Data (link is to syllabus of Spring 2020 course offering)
- DS-GA 1006 Capstone Project and Presentation
- One Data Science Elective (choose 1 from the list below).
- DS-GA 1005 Inference and Representation
- DS-GA 1008 Deep Learning
- DS-GA 1011 Natural Language Processing with Representation Learning
- DS-GA 1012 Natural Language Understanding and Computational Semantics
- DS-GA 1013 Mathematical Tools for Data Science
- DS-GA 1014 Optimization and Computational Linear Algebra
- DS-GA 1015 Text as Data
- DS-GA 1016 Computational Cognitive Modeling
- DS-GA 1017 Responsible Data Science
- DS-GA 1018 Probabilistic Time Series Analysis
- Fall 2020 DS-GA 1170/CSCI-GA 1170 Fundamental Algorithms (only the Fall 2020 course offering will fulfill the requirement)
- Fall 2020 DS-GA 2433/CSCI-GA 2433 Database Systems (only the Fall 2020 course offering will fulfill the requirement)
- Fall 2020 CSCI-GA 2110 Programming Languages
Electives Information
DS-GA 1009 Practical Training for Data Science
DS-GA 1010 Independent Study
DS-GA 1012 Natural Language Understanding and Computational Semantics
DS-GA 1013 Mathematical Tools for Data Science
DS-GA 1015 Text as Data
DS-GA 1016 Computational Cognitive Modeling
DS-GA 1017 Responsible Data Science
DS-GA 2002 Communication Skills
DS-GA 3001 Special Topics in Data Science: Advanced Python for Data Science
DS-GA 3001 Special Topics in Data Science: Introduction to Computer Vision
DS-GA 1005 Inference and Representation
DS-GA 1007 Programming for Data Science
DS-GA 1008 Deep Learning
DS-GA 1009 Practical Training for Data Science
DS-GA 1010 Independent Study
DS-GA 1011 Natural Language Processing with Representation Learning
DS-GA 1014 Optimization and Computational Linear Algebra
DS-GA 1018 Probabilistic Time Series Analysis
DS-GA 1020 Mathematical Statistics
DS-GA 1170 Fundamental Algorithms
DS-GA 2433 Database Systems
DS-GA 3001 Special Topics in Data Science: Intro to Applied ML in Finance I: Discrete Choice
DS-GA 3001 Special Topics in Data Science: Machine Learning for Healthcare
DS-GA 3001 Special Topics in Data Science: Bayesian Machine Learning
