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美国-康奈尔

康奈尔大学 Cornell University
运营研究和信息工程-数据分析 M.Eng In Operations Research and Information Engineering


简 介

ORIE M.Eng 提供当今精通定量的求职市场上极受欢迎的专业,包括数据分析、金融工程、信息技术、应用运筹学、战略运维、系统工程和制造。在ORIE课程和专业发展的坚实基础上,工程师和学生利用真实的数据来处理项目工作,从而为公司带来真实的价值。

项目时长
2-3个学期
 
分支方向
  • 应用运筹学(AOR)
  • 数据分析(DA)
  • 金融工程(FE)
  • 资讯科技
  • 制造与工业工程(MIE)
  • 战略运营(SO)
  • 系统工程学
  • SOP

  • 成绩单

  • 3封推荐信

  • 简历

  • GRE
机构代码2098
康奈尔的本科生申请时可以豁免GRE要求

  • 语言成绩
在英语系国家至少学习了2年可以豁免

先决条件
  • 线性代数,矢量演算
  • 概率和统计入门
  • 编程语言,例如C,C ++,Java或Python
  • 数据分析方向的额外要求:基于演算的概率论和统计理论的两个学期
托福:100,写作20,听力15,阅读20,口语22
雅思:7.0+
GRE:V165,Q166
(数据每年都会有变动,仅供参考)
ORIE课程-8学分

5000-level以上课程-3学分

以下各个类别中的3个或更多学时

优化建模
  • ORIE 4140 – Mathematical Modeling of Operational Systems (F 3 cr)
  • ORIE 4330 – Discrete Models (F 4 cr)
  • ORIE 4350 – Intro to Game Theory (F 4 cr)
  • ORIE 5100 – Design of Manufacturing Systems (F 4 cr)
  • ORIE 5126 – Principles of Supply Chain Management (S 4 cr)
  • ORIE 5300 – Optimization I (F 4 cr)
  • ORIE 5310 – Optimization II (S 4 cr)
  • ORIE 5370 – Optimization Modeling in Finance (S 3 cr)
  • ORIE 63XX courses (ONLY with Instructor and Advisor Approval)
  • CHEME 6800 – Computational Optimization (F 4 cr)
  • ECE 4800 – Optimal System Analysis and Design (F 4cr)
  • MATH 3610 – Mathematical Modeling (F 4 cr)
  • MATH 4260 – Numerical Analysis: Linear & Nonlinear Problems (S 4 cr)
  • SYSEN 6410 – Multiobjective Sys Eng Under Uncertainty (F 3cr)

随机建模
  • ORIE 4600 – Intro to Financial Engineering (S 3 cr)*
  • ORIE 4630 – OR Tools for Financial Engineering (F 4 cr)**
  • ORIE 5100 – Design of Manufacturing Systems (F 4 cr)
  • ORIE 5126 – Principles of Supply Chain Management (S 4 cr)
  • ORIE 5130 – Service System Modeling and Design (S 4 cr)
  • ORIE 5500 – Engineering Prob and Stat II (F 4 cr)*^
  • ORIE 5510 – Intro to Engineering Stochastic Processes I (S 4 cr)***
  • ORIE 5580 – Simulation Modeling and Analysis (F 4 cr)
  • ORIE 5581 – Monte Carlo Simulation (F 2 cr)
  • ORIE 5582 – Monte Carlo Methods in FE (S 2 cr)
  • ORIE 5600 – Financial Engineering with Stochastic Calculus I (F 4 cr)
  • ORIE 65XX courses (ONLY with Instructor and Advisor Approval)
  • ECE 4110 – Random Signals in Comm. and Signal Processing (F 4 cr)
  • ECE 4271 – Evolutionary Processes, Algorithms, Games (S 3 cr)

数据科学与统计建模
  • ORIE 4630 – OR Tools for Financial Engineering (F 4 cr)**
  • ORIE 4740 – Statistical Data Mining I (S 4 cr)
  • ORIE 4741 – Learning with Big Messy Data (F 3-4 cr)
  • ORIE 4742 – Information Theory, Probabilistic Modeling, & Deep
  • Learning with Scientific & Financial Applications (S 3 cr)
  • ORIE 5550 – Applied Time Series Analysis (S 4 cr)
  • ORIE 5640 – Statistics for Financial Engineering (S 4 cr)
  • ORIE 67XX courses (ONLY with Instructor and Advisor Approval)
  • CHEME 6880 – Indust. Big Data Analytics & Machine Learning (S 4 cr)
  • CS 5780 – Intro to Machine Learning (F 4 cr)
  • CS 5786 – Machine Learning for Data Science (S 4 cr)
  • ECE 4200 – Fundamentals of Machine Learning (F,S 4cr)
  • ECE 5412 – Bayesian Estimation and Stochastic Optimization (F 3 cr)
  • STSCI 4090 – Theory of Statistics (F,S 4 cr)*^
  • STSCI 4740 – Data Mining and Machine Learning (F 4 cr)
  • STSCI 4780 – Bayesian Data Analysis: Principles and Practice (S 4 cr)
  • STSCI 5030 – Linear Models with Matrices (F 4 cr)

数据分析方向选修课

  • CS 4700 – Foundations of Artificial Intelligence (F,S 3 cr)
  • CS 4775 – Computational Genetics and Genomics (F 4 cr)
  • CS 4787 – Principles of Large-Scale Machine Learning Systems (S 4 cr)
  • CS 5320 – Introduction to Database Systems (F 3 cr)
  • CS 5740 – Natural Language Processing (F 4 cr)
  • HADM 6010 – Data Driven Analytics (F 3 cr)
  • [HADM 6030 – Quality Systems and Processes (S 3 cr)]*
  • HADM 6050 – Revenue Management (F 3 cr)
  • INFO 5100 – Visual Data Analytics for the Web (S 3 cr)
  • NBA 6200 – Marketing Research (S 3 cr)
  • NBA 6390 – Data-driven Marketing (F 1.5 cr)
  •  NBA 6550 – Introduction to SQL and Tableau (S 1.5 cr)
  • NBA 6920 – Machine Learning Applications in Business** (S 1.5 cr)
  • NBA 6930 – Strategy and Tactics of Pricing (S 1.5 cr)
  • ORIE 4820 – Spreadsheet-Based Modeling and Data Analysis (S 3 cr)
  • ORIE 5270 – Big Data Technologies (S 2 cr)
  • STSCI 4060 – Python Programming and its Applications in Statistics (S 3 cr)
  • STSCI 4100 – Multivariate Analysis (S 4 cr)
  • STSCI 4110 – Categorical Data (F 4 cr)
  • STSCI 4140 – Applied Design (S 4 cr)
  • STSCI 4270 – Intro to Survival Analysis (S 3 cr)
  • STSCI 4520 – Statistical Computing (S 4 cr)
  • STSCI 4600 – Statistics for Risk Modeling (F 3cr)
  • STSCI 5065 – Big Data Management and Analysis (S 3 cr)

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