纽约大学 NYU数据科学硕士+ 查看更多
纽约大学 NYU
数据科学硕士
+ 查看更多
- 数据科学理科硕士是一个非常灵活的项目,适合在数学、计算机科学和应用统计学方面有很强背景的学生
- 该项目通过36个学分,重点研究数据科学的新方法
- 该专业的培养目标是提供数据革命的基础理论和方法
项目时长:36个学分全日制
项目授课地点:美国 纽约州 纽约
申请要求
申请流程
|
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
分享到:
相关专业申请 - 数据科学DS
相关专业申请 - 数据科学DS
相关专业申请 - 商业分析BA
相关专业申请 - 商业分析BA