更新時間：2024-10-06 16:21:43作者：留學之路
| 課程代碼 | 課程英文名稱 | 課程中文名稱 |
| DS-GA 1001 | Introduction to Data Science | 數據科學導論 |
| DS-GA 1002 | Probability and Statistics for Data Science | 概率和統計 |
| DS-GA 1003 | Machine Learning | 機器學習 |
| DS-GA 1004 | Big Data | 大數據 |
| DS-GA 1006 | Capstone Project and Presentation | 實踐項目 |
下列課程任選其一完成：
| 課程代碼 | 課程英文名稱 | 課程中文名稱 |
| DS-GA 1005 | Inference and Representation | 推論和表征 |
| DS-GA 1008 | Deep Learning | 深度學習 |
| DS-GA 1011 | Natural Language Processing with Representation Learning | 自然語言處理中的表示學習 |
| DS-GA 1012 | Natural Language Understanding and Computational Semantics | 自然語言理解和計算語義學 |
| DS-GA 1013 | Mathematical Tools for Data Science | 用于數學科學的數學工具 |
| DS-GA 1014 | Optimization and Computational Linear Algebra | 優化和計算線性代數 |
| Fall 2020 DS-GA 1170/CSCI-GA 1170 | Fundamental Algorithms | 基本算法 |
| Fall 2020 DS-GA 2433/CSCI-GA 2433 | Database Systems | 數據庫系統 |
| Fall 2020 CSCI-GA 2110 | Programming Languages | 編程語言 |
| 課程代碼 | 課程英文名稱 | 課程中文名稱 |
| DS-GA 1007 | Programming for Data Science | 數據科學編程語言 |
| DS-GA 1009 | Practical Training for Data Science | 數據科學實踐 |
| DS-GA 1010 | Independent Study | 獨立研究 |
| DS-GA 3001 | Special Topics in Data Science: Probabilistic Time Series Analysis | 統計概率與時間序列分析 |
| DS-GA 3001 | Special Topics in Data Science: Risk Management & Machine Learning | 風險管理和機器學習 |
| DS-GA 3001 | Special Topics in Data Science: Machine Learning for Healthcare | 用于醫療保健的機器學習 |
| DS-GA 3001 | Special Topics in Data Science: Mathematical Statistics | 數理統計 |
| DS-GA 3001 | Special Topics in Data Science: Bayesian Machine Learning | 貝葉斯機器學習 |
| DS-GA 3001 | Special Topics in Data Science: Search and Discovery | 探索和發現 |