东北大学 NEU数据科学硕士+ 查看更多
东北大学 NEU
数据科学硕士
+ 查看更多
- 将为学生提供数据科学技能和理论的全面培训,以及教授学生如何将数据转化为清晰、创新和战略见解的工具
- 该项目是计算机科学学院和工程学院之间的一个跨学科项目,学生将在数学、计算和数据工程方面发展全面的专业知识,从而使他们的数据职业更上一层楼
- 这种跨学科的项目意味着学生将获得与数据科学世界更加全面的接触
- 该项目们的选修课程将帮助学生创建一个符合自己研究兴趣的课程
项目时长:2—2.5年全日制
项目授课地点:美国 马萨诸塞 波士顿
申请要求
申请流程
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核心课程:
Data Management and Processing
DS 5110Introduction to Data Management and Processing
Algorithms
CS 5800 Algorithms
EECE 7205 Fundamentals of Computer Engineering
Machine Learning and Data Mining
DS 5220Supervised Machine Learning and Learning Theory
DS 5230Unsupervised Machine Learning and Data Mining4
Presentation and Visualization
DS 5500Capstone: Applications in Data Science
选修课
Khoury College of Computer Sciences
Foundations of Artificial Intelligence
Reinforcement Learning and Sequential Decision Making
Database Management Systems
Robotic Science and Systems
Computer/Human Interaction
Web Development
Natural Language Processing
Information Retrieval
Large-Scale Parallel Data Processing
Empirical Research Methods
Fundamentals of Cloud Computing
Building Scalable Distributed Systems
Advanced Machine Learning
Deep Learning
Special Topics in Artificial Intelligence
Statistical Methods for Computer Science
Information Visualization: Theory and Applications
Special Topics in Database Management
Special Topics in Data Science
College of Engineering
Time Series and Geospatial Data Sciences
Special Topics in Civil Engineering
Statistical Inference: An Introduction for Engineers and Data Analysts
Computer Vision
High-Performance Computing
Introduction to Machine Learning and Pattern Recognition
Information Theory
Advanced Computer Vision
Advanced Machine Learning
Data Mining in Engineering
Statistical Methods in Engineering
College of Social Sciences and Humanities
Applied Econometrics
Dynamic Modeling for Environmental Decision Making
Big Data for Cities
Geographic Information Systems for Urban and Regional Policy
Urban Theory and Science
Advanced Spatial Analysis of Urban Systems
College of Science
Advanced Spatial Analysis
Network Science 1
Statistical Physics
Computational Physics
Bouvé College of Health Sciences
Introduction to Epidemiology
Biostatistics in Public Health
Social Epidemiology
College of Arts, Media and Design
Game Design and Analysis
Data-Driven Player Modeling
Reinforcement Learning and Sequential Decision Making
Database Management Systems
Robotic Science and Systems
Computer/Human Interaction
Web Development
Natural Language Processing
Information Retrieval
Large-Scale Parallel Data Processing
Empirical Research Methods
Fundamentals of Cloud Computing
Building Scalable Distributed Systems
Advanced Machine Learning
Deep Learning
Special Topics in Artificial Intelligence
Statistical Methods for Computer Science
Information Visualization: Theory and Applications
Special Topics in Database Management
Special Topics in Data Science
College of Engineering
Time Series and Geospatial Data Sciences
Special Topics in Civil Engineering
Statistical Inference: An Introduction for Engineers and Data Analysts
Computer Vision
High-Performance Computing
Introduction to Machine Learning and Pattern Recognition
Information Theory
Advanced Computer Vision
Advanced Machine Learning
Data Mining in Engineering
Statistical Methods in Engineering
College of Social Sciences and Humanities
Applied Econometrics
Dynamic Modeling for Environmental Decision Making
Big Data for Cities
Geographic Information Systems for Urban and Regional Policy
Urban Theory and Science
Advanced Spatial Analysis of Urban Systems
College of Science
Advanced Spatial Analysis
Network Science 1
Statistical Physics
Computational Physics
Bouvé College of Health Sciences
Introduction to Epidemiology
Biostatistics in Public Health
Social Epidemiology
College of Arts, Media and Design
Game Design and Analysis
Data-Driven Player Modeling
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