佐治亚理工大学计算机科学硕士专业 培养新时代下的IT领导者!
近些年,随着互联网技术的普及,各行各业对于IT人才的需求量与日俱增,相较于国内而言,美国的计算机教育一直领先全球,是IT行业的领军者。几乎每所大学都开设了计算机科学专业,其中最出色的就是佐治亚理工大学,下面,小编就带大家深入了解佐治亚理工大学计算机科学硕士专业,希望对大家有所帮助:
Master of Science in Computer Science
计算机科学硕士(M.S. CS)项目是一个终端学位项目,旨在为学生在工业中更高效的职业生涯做准备。
完成课程中三个选项之一的毕业生可以获得MSCS。该项目是为拥有认证机构的计算机科学学士学位的学生设计的。我们也鼓励拥有计算机科学以外的学士学位的学生申请,因为他们可能需要完成硕士学位要求之外的补救课程工作。
课程设置:
Computational Perception and Robotics
核心课程
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CS 6520 Computational Complexity Theory
CS 6550 Design and Analysis of Algorithms
CS 7520 Approximation Algorithms
CS 7530 Randomized Algorithms
CSE 6140 Computational Science and Engineering Algorithms
然后选择其中一个:
CS 6601 Artificial Intelligence
CS 7641 Machine Learning
选修课
Perception
CS 6475 Computational Photography
CS 6476 Computer Vision
CS 7499 3D Reconstruction
CS 7636 Computational Perception
CS 7639 Cyber Physical Design and Analysis
CS 7644 Machine Learning for Robotics
CS 7650 Natural Language
CS 8803 Special Topics: Multiview Geometry in Computer Vision
Robotics
CS 7630 Autonomous Robotics
CS 7631 Autonomous Multi-Robot Systems
CS 7633 Human-Robot Interaction
CS 7638 Artificial Intelligence Techniques for Robotics
CS 7648 Interactive Robot Learning
CS 7649 Robot Intelligence: Planning
Computer Graphics
核心课程
CS 6491 Foundations of Computer Graphics
and
CS 6505 Computability, Algorithms, and Complexity
or
CS 6515 Introduction to Graduate Algorithms
选修课
CS 6457 Video Game Design and Programming
CS 6475 Computational Photography
CS 6476 Computer Vision
CS 6497 Computational Aesthetics
CS 7496 Computer Animation
CS 7497 Virtual Environments
Computing Systems
必修课
CS 6505 Computability, Algorithms, and Complexity
or
CS 6515 Introduction to Graduate Algorithms
从下列选项中选择两(2):
CS 6210 Advanced Operating Systems
CS 6241 Compiler Design
CS 6250 Computer Networks
CS 6290 High-Performance Computer Architecture
CS 6300 Software Development Process OR CS 6301 Advanced Topics in Software Engineering
CS 6390 Programming Languages
CS 6400 Database Systems Concepts and Designs
选修课
CS 6035 Introduction to Information Security
CS 6200 Graduate Introduction to Operating Systems
CS 6220 Big Data Systems and Analytics
CS 6235 Real Time Systems
CS 6238 Secure Computer Systems
CS 6260 Applied Cryptography
CS 6262 Network Security
CS 6263 Intro to Cyber Physical Systems Security
CS 6291 Embedded Software Optimization
CS 6310 Software Architecture and Design
CS 6340 Software Analysis and Testing
CS 6365 Introduction to Enterprise Computing
CS 6422 Database System Implementation
CS 6550 Design and Analysis of Algorithms
CS 6675 Advanced Internet Computing Systems and Applications
CS 7210 Distributed Computing
CS 7260 Internetworking Architectures and Protocols
CS 7270 Networked Applications and Services
CS 7280 Network Science
CS 7290 Advanced Topics in Microarchitecture
CS 7292 Reliability and Security in Computer Architecture
CS 7560 Theory of Cryptography
CS 8803 FPL Special Topics: Foundations of Programming Languages
CSE 6220 High Performance Computing
Human Centered Computing
核心课程
CS 6451 Intro to HCC
AND
CS 6452 Prototyping Interactive Systems
AND
CS 7455 Issues in HCC
选修课
CS 6455 User Interface Design and Evaluation
CS 6456 User Interface Software
CS 6460 Educational Technology: Conceptual Foundations
CS 6465 Computational Journalism
CS 6470 Design of Online Communities
CS 6474 Social Computing
CS 6476 Computer Vision
CS 6601 Artificial Intelligence
CS 6750 Human-Computer Interaction
CS 6795 Introduction to Cognitive Science
CS 7450 Information Visualization
CS 7460 Collaborative Computing
CS 7461 Machine Learning
CS 7470 Mobile and Ubiquitous Computing
CS 7476 Advanced Computer Vision
CS 7610 Modeling and Design
CS 7637 Knowledge-Based AI
CS 7620 Case-based Reasoning
CS 7650 Natural Language
CS 7695 Philosophy of Cognition
CS 7697 Cognitive Models of Science and Technology
CS 7790 Cognitive Modeling
CS 8803 Computational Creativity
CS 8803 Expressive AI
CS 8803 Game AI
CS 8803 Human Robot Interaction
CS 8803 Computers, Communications & International Development
CS 8803 Computational Social Science
High Performance Computing
核心课程
CSE 6140 Computational Science and Engineering Algorithms
CSE 6220 High Performance Computing
选修课
CSE 6221 Multicore Computing: Concurrency and Parallelism on the Desktop
CS/CSE 6230 High-Performance Parallel Computing: Tools and Applications
CS 6241 Compiler Design
CS 6290 High-Performance Computer Architecture
CS/CSE 8803 Special Topics: Parallel Numerical Algorithms
CSE 6236 Parallel and Distributed Simulation
CSE 8803 Special Topics: Hot Topics in Parallel Computing
Human-Computer Interaction
核心课程
CS 6456 Principles of User Interface Software
CS 6750 Human-Computer Interaction
选修课
Sub-area: Design and evaluation concepts
CS 6010 Principles of Design
CS 6320 Software Requirements Analysis and Specification
CS 6455 User Interface Design and Evaluation
CS 6457 Video Game Design
CS 6460 Educational Technology: Conceptual Foundations
CS 6465 Computational Journalism
CS 6470 Design of Online Communities
CS 6795 Introduction to Cognitive Science
CS 7465 Educational Technology: Design and Evaluation
CS 7467 Computer-Supported Collaborative Learning
CS 7790 Cognitive Modeling
Sub-area: Interactive technology
CS 6440 Introduction to Health Informatics
CS 6763 Design of Design Environments
CS 6770 Mixed Reality Experience Design
CS 7450 Information Visualization
CS 7460 Collaborative Computing
CS 7470 Mobile and Ubiquitous Computing
Interactive Intelligence
核心课程
Algorithms and Design
CS 6300 Software Development Process
CS 6301 Advanced Topics in Software Engineering
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
And, two (2) courses from:
CS 6601 Artificial Intelligence
CS 7620 Case-Based Reasoning
CS 7637 Knowledge-Based AI
CS 7641 Machine Learning
选修课
Interaction
CS 6440 Introduction to Health Informatics
CS 6460 Educational Technology: Conceptual Foundations
CS 6465 Computational Journalism
CS 6471 Computational Social Science
CS 6603 AI, Ethics, and Society
CS 6750 Human-Computer Interaction
CS 7632 Game AI
CS 7634 AI Storytelling in Virtual Worlds
CS 7650 Natural Language
CS 8803 Special Topics: Advanced Game AI
Cognition
CS 6795 Introduction to Cognitive Science
CS 7610 Modeling and Design
CS 8803 Special Topics: Computational Creativity
Machine Learning
核心课程
Algorithms: Pick one (1) of:
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CS 6520 Computational Complexity Theory
CS 6550 Design and Analysis of Algorithms
CS 7510 Graph Algorithms
CS 7520 Approximation Algorithms
CS 7530 Randomized Algorithms
CSE 6140 Computational Science and Engineering Algorithms
And, pick one (1) of:
CS 7641 Machine Learning
CSE 6740 Computational Data Analysis: Learning, Mining, and Computation
选修课
CS 6220 Big Data Systems & Analysis
CS 6476 Computer Vision
CS 6603 AI, Ethics, and Society
CS 7535 Markov Chain Monte Carlo
CS 7540 Spectral Algorithms
CS 7545 Machine Learning Theory
CS 7616 Pattern Recognition
CS 7626 Behavioral Imaging
CS 7642 Reinforcement Learning and Decision Making
CS 7643 Deep Learning
CS 7644 Machine Learning for Robotics
CS 7646 Machine Learning for Trading
CS 7650 Natural Language
CS 8803 Special Topics: Probabilistic Graph Models
CSE 6240 Web Search and Text Mining
CSE 6242 Data and Visual Analytics
CSE 6250 Big Data for Health
ISYE 6416 Computational Statistics
ISYE 6420 Bayesian Methods
ISYE 6664 Stochastic Optimization
Approved Substitutions
Modeling and Simulations
核心课程
CSE 6730 Modeling and Simulation: Foundations and Implementation
And pick one (1) of
CSE 6220 High Performance Computing
ISYE 6644 Simulation
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
选修课
CSE 6220 High Performance Computing
CSE 6236 Parallel and Distributed Simulation
CSE/CHEM 8803 Special Topics: Quantum Information, Computation, and Simulation
INTA 6742 Modeling, Simulation and Military Gaming
ISYE 6644 Simulation
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
Scientific Computing
核心课程
CSE/MATH 6643 Numerical Linear Algebra
Pick one (1) of:
CSE/MATH 6644 Iterative Methods for Systems of Equations
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
选修课
CS/CSE 6230 High-Performance Parallel Computing: Tools and Applications
CS/CSE 8803 Special Topics: Parallel Numerical Algorithms
CSE 6140 Computational Science and Engineering Algorithms
CSE 6220 High Performance Computing
CSE/MATH 6644 Iterative Methods for Systems of Equations
CSE 8803 Special Topics: Algorithms for Medical Imaging and Inverse Problems
CSE 8803/CHEM 6485 Computational Chemistry
MATH 6640 Introduction to Numerical Methods for Partial Differential Equations
Social Computing
核心课程
Pick one (1) of:
CS 6470 Design of Online Communities
CS 6474 Social Computing
Pick one (1) of:
CS 6465 Computational Journalism
CS 6471 Computational Social Science
CS 7460 Collaborative Computing
选修课
CS 6238 Secure Computer Systems
CS 6250 Computer Networks
CS 6456 Principles of User Interface Software
CS 6505 Computability, Algorithms, and Complexity
CS 6515 Introduction to Graduate Algorithms
CS 6675 Advanced Internet Computing Systems and Applications
CS 6750 Human-Computer Interaction
CS 7210 Distributed Computing
CS 7270 Networked Applications and Services
CS 7450 Information Visualization
CS 7467 Computer-Supported Collaborative Learning
CS 7650 Natural Language
CS 8893 Special Topics in Cognitive Science: Cognition and Culture
Visual Analytics
核心课程
CS 7450 Information Visualization
AND
CSE 6740 Computational Data Analysis
OR
CSE 6242 Data and Visual Analytics
选修课
CS 6456 Principles of User Interface Software
CS 6465 Computational Journalism
CS 6485 Visualization Methods in Science and Engineering
CS 6490 Computer Graphics
CS 6750 Human-Computer Interaction
CS 6795 Introduction to Cognitive Science
CS 7451 Human-Centered Data Analysi
CSE 6242 Data and Visual Analytics
CS 8803 VDS Visual Data Analytics
申请截止日期:2023年2月1日
申请条件:
强烈推荐具有计算机科学(包括C语言编程)本科学历的申请者。
三封推荐信
研究生入学考试(GRE)成绩是必需的。申请人的口头成绩至少要达到153分,定量成绩至少要达到155分,分析部分至少要达到3.0分。
最低GPA是3.0/4.0。
语言要求:
•雅思≥7分(阅读、听力、口语最低6.5分;写作最低5.5分)
•托福iBT≥90分(每个部分必须达到19分或更高)
综上所述,以上讲的就是关于佐治亚理工大学计算机科学硕士专业的相关问题介绍,希望能给各位赴美留学的学子们指点迷津。近年来,赴美留学一直是广大学生最热门的话题,同时,很多学生对于签证的办理、院校的选择、就业的前景、学习的费用等诸多问题困扰不断,别担心,IDP留学专家可以为你排忧解难,同时,更多关于赴美留学的相关资讯在等着你,绝对让你“浏览”忘返。在此,衷心祝愿各位学子们能够顺利奔赴自己心目中理想的学校并且学业有成!