更新時(shí)間：2024-10-06 16:21:43作者：留學(xué)之路
| 課程代碼 | 課程英文名稱(chēng) | 課程中文名稱(chēng) |
| DS-GA 1001 | Introduction to Data Science | 數(shù)據(jù)科學(xué)導(dǎo)論 |
| DS-GA 1002 | Probability and Statistics for Data Science | 概率和統(tǒng)計(jì) |
| DS-GA 1003 | Machine Learning | 機(jī)器學(xué)習(xí) |
| DS-GA 1004 | Big Data | 大數(shù)據(jù) |
| DS-GA 1006 | Capstone Project and Presentation | 實(shí)踐項(xiàng)目 |
下列課程任選其一完成：
| 課程代碼 | 課程英文名稱(chēng) | 課程中文名稱(chēng) |
| DS-GA 1005 | Inference and Representation | 推論和表征 |
| DS-GA 1008 | Deep Learning | 深度學(xué)習(xí) |
| DS-GA 1011 | Natural Language Processing with Representation Learning | 自然語(yǔ)言處理中的表示學(xué)習(xí) |
| DS-GA 1012 | Natural Language Understanding and Computational Semantics | 自然語(yǔ)言理解和計(jì)算語(yǔ)義學(xué) |
| DS-GA 1013 | Mathematical Tools for Data Science | 用于數(shù)學(xué)科學(xué)的數(shù)學(xué)工具 |
| DS-GA 1014 | Optimization and Computational Linear Algebra | 優(yōu)化和計(jì)算線(xiàn)性代數(shù) |
| 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(shù)據(jù)庫(kù)系統(tǒng) |
| Fall 2020 CSCI-GA 2110 | Programming Languages | 編程語(yǔ)言 |
| 課程代碼 | 課程英文名稱(chēng) | 課程中文名稱(chēng) |
| DS-GA 1007 | Programming for Data Science | 數(shù)據(jù)科學(xué)編程語(yǔ)言 |
| DS-GA 1009 | Practical Training for Data Science | 數(shù)據(jù)科學(xué)實(shí)踐 |
| DS-GA 1010 | Independent Study | 獨(dú)立研究 |
| DS-GA 3001 | Special Topics in Data Science: Probabilistic Time Series Analysis | 統(tǒng)計(jì)概率與時(shí)間序列分析 |
| DS-GA 3001 | Special Topics in Data Science: Risk Management & Machine Learning | 風(fēng)險(xiǎn)管理和機(jī)器學(xué)習(xí) |
| DS-GA 3001 | Special Topics in Data Science: Machine Learning for Healthcare | 用于醫(yī)療保健的機(jī)器學(xué)習(xí) |
| DS-GA 3001 | Special Topics in Data Science: Mathematical Statistics | 數(shù)理統(tǒng)計(jì) |
| DS-GA 3001 | Special Topics in Data Science: Bayesian Machine Learning | 貝葉斯機(jī)器學(xué)習(xí) |
| DS-GA 3001 | Special Topics in Data Science: Search and Discovery | 探索和發(fā)現(xiàn) |