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刘宛丝英港中期顾问

211院校背景均分85+英国能申请的计算机专业有哪些
更多详情
 
计算机专业一直是留学生申请的热门专业
从过去20年前来看,学生学的大多数是计算机科学,信息技术这些传统的计算机类专业
随着时代的发展,从传统的专业又演变出了很多新兴的计算机专业,比如说像过去的软件工程,到后来的网络安全,到现在越来越多的学生会选择人工智能能,数据科学这类专业
 
 
那么今天就来给大家介绍一下211背景的学生,均分85+,能够申请英国哪些院校的计算机相关热门专业
 
 

 

院校一:伦敦大学学院

1. Data Science MSc

  

学费:£31,040

雅思要求:The English language level for this programme is: Standard

Overall grade of 6.5 with a minimum of 6.0 in each of the subtests.

均分要求: 85+

其他要求:

A minimum of an upper second-class Bachelor's degree in a quantitative discipline from a UK university or an overseas qualification of an equivalent standard. Knowledge of mathematical methods and linear algebra at university level and familiarity with introductory probability, statistics and computer programming is required. Relevant professional experience will also be taken into consideration.

 

课程设置

Compulsory modules

Introduction to Statistical Data Science统计数据科学概论

Introduction to Machine Learning机器学习概论

Statistical Design of Investigations调查统计设计

Statistical Computing统计计算

 

Optional modules

Applied Bayesian Methods应用贝叶斯方法

Decision & Risk决策与风险

Factorial Experimentation析因实验

Forecasting预测

Quantitative Modelling of Operational Risk and Insurance Analytics操作风险定量建模与保险分析

Selected Topics in Statistics统计中的选定主题

Stochastic Methods in Finance I金融随机方法I

Stochastic Methods in Finance II金融随机方法Ⅱ

Stochastic Systems随机系统

Affective Computing and Human-Robot Interaction情感计算与人机交互

Graphical Models图形模型

Statistical Natural Language Processing统计自然语言处理

Information Retrieval & Data Mining信息检索与数据挖掘

Dissertation/report论文/报告




2. MSc Human-Computer Interaction

 

学费:£28,853

雅思要求:The English language level for this programme is: Advanced

Advanced level: Overall grade of 7.5 with a minimum of 6.5 in each of the subtests.

均分要求:85+

其他要求:

A minimum of an upper second-class degree in computer science, psychology or ergonomics or a minimum of an upper second-class degree in a computer science-, psychology-, or ergonomics-related field (e.g. interface design, business IT, product design). Account will be taken of any relevant practical or work experience.

注意:递交申请之后可能会要求作品集

 

课程设置

Compulsory modules

Interaction Science交互科学

Interaction Design交互设计

 

Optional modules

Accessibility and Assistive Technologies可达性和辅助技术

Affective Interaction情感互动

Future Interfaces未来接口

Human Factors for Digital Health数字健康的人文因素

Serious and Persuasive Games严肃而有说服力的游戏

Physical Computing and Prototyping物理计算与原型制作

User-Centred Data Visualization以用户为中心的数据可视化

 

 





3Computer Graphics, Vision and Imaging MSc

 

学费:£28,930

雅思要求: The English language level for this programme is: Good

Good level: Overall grade of 7.0 with a minimum of 6.5 in each of the subtests.

均分要求:85+

其他要求:

A minimum of an upper second-class UK Bachelor's degree in a relevant discipline, or an overseas qualification of an equivalent standard in computer science, mathematics, electrical engineering or the physical sciences is usually required. Candidates are expected to have suitable mathematics and computer programming skills. Relevant work experience may also be taken into account.

 

课程设置

Compulsory modules

Computer Graphics计算机图形学

Image Processing图像处理

Mathematical Methods, Algorithmics and Implementations数学方法、算法和实现

Research Methods and Reading研究方法与阅读

MSc Computer Graphics, Vision and Imaging Project计算机图形学、视觉和成像项目理学硕士

 

Optional modules

Group One Options

Machine Vision机器视觉

Virtual Environments虚拟环境

 

Group Two Options

Acquisition and Processing of 3D Geometry三维几何图形的采集与处理

Computational Modelling for Biomedical Imaging生物医学成像的计算模型

Computational Photography and Capture计算摄影与捕捉

Information Processing in Medical Imaging医学影像信息处理

Introduction to Deep Learning深度学习导论

Introduction to Machine Learning机器学习概论

Inverse Problems in Imaging成像反问题

Robotic Sensing, Manipulation and Interaction机器人感知、操作和交互

Robot Vision and Navigation机器人视觉与导航

 




4Software Systems Engineering MSc

 

学费:£28,930

雅思要求: The English language level for this programme is: Good

Good level: Overall grade of 7.0 with a minimum of 6.5 in each of the subtests.

均分要求:85+

其他要求:

A minimum of an upper second-class UK Bachelor's degree in computer science, computing, computer engineering or software engineering, or an overseas qualification of an equivalent standard. Relevant work experience may also be taken into account.

 

课程设置

Compulsory modules

Professional Practice专业实践

Requirements Engineering and Software Architecture需求工程和软件架构

Research Methods in Software Engineering软件工程研究方法

Software Abstractions and Systems Integration软件抽象与系统集成

Tools and Environments工具和环境

Validation and Verification确认与校验

 

Optional modules

MSc Software Systems Engineering Group Project 软件系统工程小组项目

MSc Software Systems Engineering Research Project软件系统工程研究项目

 

Elective modules

Complex Networks and Web复杂网络与网络

Computer Security I计算机安全I

Financial Institutions and Markets金融机构和市场

Financial Market Modelling and Analysis金融市场建模与分析

Malware恶意软件

Multi-agent Artificial Intelligence多智能体人工智能

Networked Systems网络化系统

People and Security人与安全







院校二:帝国理工学院


1MSc Artificial Intelligence

 

学费:£33,250

雅思要求: For admission to this course, you must achieve the higher College requirement in the appropriate English language qualification.

Higher7.0 overall (minimum 6.5 in all elements)

均分要求:85+

其他要求:

Our minimum requirement is a first-class degree in mathematics, physics, engineering or other degree with substantial mathematics content.

 

课程设置

Core modules

Ethics, Privacy, AI in Society社会中的道德、隐私、人工智能

Introduction to Machine Learning机器学习概论

Introduction to Symbolic Artificial Intelligence符号人工智能导论

MSc Software Engineering Practice and Group Project软件工程实践与团队项目理学硕士

Python Programming      Python编程

Individual Project独立工程

 

 

Optional modules

Advanced Databases高级数据库

Advanced Robotics高级机器人

Advanced Security in Smartphone and IoT Systems智能手机和物联网系统中的高级安全

Complexity复杂性

Computational Finance计算金融学

Computer Vision计算机视觉

Databases数据库

Deep Learning深度学习

Knowledge Representation知识表现

Logic-Based Learning逻辑学习

Machine Arguing机器辩论

Machine Learning for Imaging成像的机器学习

Maths for Machine Learning机器学习数学

Modal Logic模态逻辑

Network and Web Security网络与网络安全

Operations Research运筹学

Optimisation优化

Performance Engineering性能工程

Principles of Distributed Ledgers分布式账本原理

Privacy Engineering隐私工程

Probabilistic Inference贝叶斯网络概率推理

Probabilistic Programming概率规划

Prolog

Quantum Computing量子计算

Reinforcement Learning强化学习

Robotics机器人学

Scalable Systems for the Cloud可扩展的云系统

Separation Logic: Local Reasoning about Programs分离逻辑:程序的局部推理

Systems Verification系统验证







2MSc Computing Science

 

学费:£33,250

雅思要求: For admission to this course, you must achieve the higher College requirement in the appropriate English language qualification.

Higher7.0 overall (minimum 6.5 in all elements)

均分要求:85+

其他要求:

Our minimum requirement is a first-class degree in any subject.

 

课程设置

core modules

AI Programming Test人工智能编程测试

C++ Programming Test     C++程序设计测试

Computer Architecture计算机体系结构

Integrated Programming Laboratory综合编程实验室

Introduction to C++ Programming      C++程序设计介绍

Logic and AI Programming逻辑与人工智能编程

MSc Computing Science Individual Project计算科学硕士个人项目

Object Oriented Design and Programming面向对象设计与编程

Operating Systems操作系统

Software Engineering Practice and Group project软件工程实践与团队项目

 

Optional modules

Advanced Computer Graphics高级计算机图形学

Algorithms算法

Argumentation and Multi-agent Systems论证与多智能体系统

Computational Finance计算金融学

Computer Networks and Distributed Systems计算机网络与分布式系统

Cryptography Engineering密码学工程

Data Analysis and Probabilistic Inference数据分析与概率推理

Databases数据库

Graphics绘图

Logic-Based Learning逻辑学习

Machine Learning机器学习

Network and Web Security 网络与网络安全

Systems Verification系统验证

 

Extracurricular

Introduction to Java      Java简介









 

院校三:爱丁堡大学



1Artificial Intelligence MSc

 

学费:£32,500

雅思要求:total 6.5 with at least 6.0 in each component.

均分要求:85+

其他要求:

A UK 2:1 honours degree, or its international equivalent, in informatics, artificial intelligence, cognitive science, computer science, electrical engineering, linguistics, mathematics, philosophy, physics or psychology.

Entry to this programme is competitive. A typical offer will normally require a UK first class honours degree.

Competent programming skills are essential. During your degree you must have completed a programming course in at least one of the following: C/C++, Java, Python, R, Matlab, Haskell, ML.

During your degree you must have completed the equivalent to 60 credits of mathematics that have typically covered the following subjects/topics: calculus (differentiation and integration), linear algebra (vectors and multi-dimensional matrices), discrete mathematics and mathematical reasoning (e.g. induction and reasoning, graph theoretic models, proofs), and probability (concepts in discrete and continuous probabilities, Markov chains etc.) Prior knowledge of probability concepts is especially important for this degree.

 

课程设置

Compulsory courses:

Informatics Research Review情报学研究综述

Informatics Project Proposal信息学项目建议书

Dissertation论文

 

Optional

Accelerated Natural Language Processing加速自然语言处理

Advanced Vision高级视野

Automatic Speech Recognition自动语音识别

Decision Making in Robots and Autonomous Agents机器人和自主智能体的决策

Machine Learning & Pattern Recognition机器学习与模式识别

Natural Language Understanding, Generation, and Machine Translation自然语言理解、生成与机器翻译

Probabilistic Modelling and Reasoning概率建模与推理

Reinforcement Learning强化学习

 

Robotics: Science and Systems机器人学:科学与系统





2Computer Science MSc

 

学费:£32,500

雅思要求: total 6.5 with at least 6.0 in each component.

均分要求:85+

其他要求:

A UK 2:1 honours degree, or its international equivalent, in informatics, artificial intelligence, cognitive science, computer science, electrical engineering, linguistics, mathematics, philosophy, physics or psychology.

Entry to this programme is competitive. A typical offer will normally require a UK first class honours degree.

Competent programming skills are essential. During your degree you must have completed a programming course in at least one of the following: C/C++, Java, Python, R, Matlab, Haskell, ML.

During your degree you must have completed the equivalent to 60 credits of mathematics that have typically covered the following subjects/topics: calculus (differentiation and integration), linear algebra (vectors and multi-dimensional matrices), discrete mathematics and mathematical reasoning (e.g. induction and reasoning, graph theoretic models, proofs), and probability (concepts in discrete and continuous probabilities, Markov chains etc.)

 

课程设置

Compulsory courses:

Informatics Research Review情报学研究综述

Informatics Project Proposal信息学项目建议书

Dissertation论文

 

Optional

Advanced Databases高级数据库

Blockchains and Distributed Ledgers区块链和分布式账本

Computational Complexity计算复杂性

Computer Networking计算机网络

Distributed Systems分布式系统

Internet of Things: Systems, Security, and the Cloud物联网:系统、安全和云

Introduction to Quantum Computing量子计算概论

Parallel Programming Languages and Systems并行程序设计语言和系统

Secure Programming安全编程

 

 



 

 

 3Data Science MSc

 

学费:£32,500

雅思要求: total 6.5 with at least 6.0 in each component.

均分要求:85+

其他要求:

A UK 2:1 honours degree, or its international equivalent, in informatics, artificial intelligence, cognitive science, computer science, electrical engineering, linguistics, mathematics, philosophy, physics, psychology or another quantitative discipline.

Entry to this programme is competitive. A typical offer will normally require a UK first class honours degree.

You should have experience of computer programming equivalent to an introductory programming course and have completed the equivalent to 60 credits of mathematics during your degree that have typically covered the following subjects/topics: calculus (differentiation and integration), linear algebra (vectors and multi-dimensional matrices), discrete mathematics and mathematical reasoning (e.g. induction and reasoning, graph theoretic models, proofs), and probability (concepts in discrete and continuous probabilities, Markov chains etc.)

 

课程设置

Compulsory courses

Informatics Research Review情报学研究综述

Informatics Project Proposal信息学项目建议书

Dissertation论文

Optional

You are also required to take a breadth of courses in data science, with at least one in each of the following areas:

Machine Learning, Statistics and Optimization机器学习、统计与优化

Databases and Data Management数据库和数据管理

Applications应用

 





4High Performance Computing with Data Science MSc

 

学费:£28,150

雅思要求: total 6.5 with at least 6.0 in each component

均分要求:80+

其他要求:

A UK 2:1 honours degree, or its international equivalent, in a relevant subject such as computer science and informatics, physics, mathematics, engineering, biology, chemistry and geosciences.

You must be a competent programmer in at least one of C, C++, Python, Fortran, or Java and should be familiar with mathematical concepts such as algebra, linear algebra and probability and statistics.

We will also consider your application if you don’t have formal programming training (e.g. if you are primarily self-taught), or if you have a 2:2 honours degree with high marks in computational courses and/or additional relevant work experience. Your application should clearly demonstrate your relevant experience.

 

课程设置

Compulsory courses:

Fundamentals of Data Management数据管理基础

Message-Passing Programming消息传递编程

Programming Skills编程技巧

Threaded Programming线程编程

Data Analytics with High Performance Computing高性能计算的数据分析

Software Development软件开发

Project Preparation项目准备

Dissertation论文

 

HPC Optional courses (at least 2 of):

Numerical Algorithms for High Performance Computing高性能计算的数值算法

Design and Analysis of Parallel Algorithms并行算法的设计与分析

HPC Architectures高性能计算机体系结构

Advanced Parallel Techniques高级并行技术

Advanced Message-passing Programming高级消息传递编程

Parallel Design Patterns并行设计模式

Performance Programming性能编程

 

Machine Learning Practical机器学习实践

Bioinformatics 1生物信息学1

Extreme Computing极限计算

Image and Vision Computing图像与视觉计算

Text Technologies for Data Science数据科学的文本技术

Advanced Topics in Foundations of Databases数据库基础中的高级主题

Bioinformatics 2生物信息学2

Distributed Systems分布式系统

Probabilistic Modelling and Reasoning概率建模与推理

Reinforcement Learning强化学习

 

 

 

 

 

 

 

 

院校四:曼彻斯特大学


1MSc ACS: Artificial Intelligence

 

学费:£25,000

雅思要求: IELTS: overall score of 7.0 with no sub-test below 6.0

均分要求:80+

其他要求:

We require a First or strong Upper Second class honours degree or equivalent in Computer Science or in a joint degree with at least 50% Computer Science content. Applicants with extensive Computer Science industrial experience and a good honours degree in Computer Science, or its overseas equivalent, may also be considered for admission. We also require that all applicants have a strong background in Computer Science reflected, for example, in solid programming and software development skills.

 

课程设置

Mandatory

Masters Project 硕士项目

 

Optional

Automated Reasoning and Verification自动推理和验证

Modelling Data on the Web   Web上建模数据

Principles of Digital Biology       数字生物学原理

Introduction to Health Informatics   健康信息学导论

Data Engineering数据工程

Systems Governance系统治理

Foundations of Machine Learning机器学习基础

Modelling and Visualisation of High-Dimensional Data高维数据的建模与可视化

Text Mining文本挖掘

Computer Vision计算机视觉

Cryptography密码学

Cyber Security      网络安全

Software Engineering Concepts in Practice实践中的软件工程概念

Ontology Engineering for the Semantic Web    语义Web的本体工程

Querying Data on the Web 在网上查询数据

Agile and Test-Driven Development敏捷和测试驱动开发

Component-based Software Development基于组件的软件开发

 

Pattern-Based Software Development基于模式的软件开发





2MSc Advanced Computer Science

 

学费:£25,000

雅思要求: overall score of 7.0 with no sub-test below 6.0

均分要求:80+

其他要求:

We require a First or strong Upper Second class honours degree or equivalent in Computer Science or in a joint degree with at least 50% Computer Science content. Applicants with extensive Computer Science industrial experience and a good honours degree in Computer Science, or its overseas equivalent, may also be considered for admission. We also require that all applicants have a strong background in Computer Science reflected, for example, in solid programming and software development skills.

 

课程设置

Mandatory

Masters Project 硕士项目

 

Optional

Automated Reasoning and Verification自动推理和验证

Modelling Data on the Web    Web上建模数据

Principles of Digital Biology数字生物学原理

Introduction to Health Informatics健康信息学导论

Data Engineering数据工程

Systems Governance系统治理

Foundations of Machine Learning机器学习基础

Modelling and Visualisation of High-Dimensional Data高维数据的建模与可视化

Text Mining文本挖掘

Computer Vision计算机视觉

Cryptography       密码学

Cyber Security      网络安全

Software Engineering Concepts in Practice实践中的软件工程概念

Ontology Engineering for the Semantic Web  语义Web的本体工程

Querying Data on the Web 在网上查询数据

Agile and Test-Driven Development敏捷和测试驱动开发

Component-based Software Development基于组件的软件开发

Pattern-Based Software Development基于模式的软件开发

 





 

院校五:伦敦大学国王学院


1Advanced Computing MSc

 

学费:£26,550

雅思要求:6.5 overall with a minimum of 6.0 in each skill

均分要求:80+

其他要求:

Bachelors degree with 2:1 honours degree in computer science, mathematics, physics, chemistry, electrical engineering, or a joint degree in two such subjects. Competence in a high level programming language such as Pascal, C, C++, Java, etc, to the level expected at the end of the first year of a BSc honours degree in computer science. We may lower entry qualifications for students with substantial relevant work experience.

In order to meet the academic entry requirements for this programme you should have a minimum 2:1 undergraduate degree with a final mark of at least 60% or above in the UK marking scheme. If you are still studying you should be achieving an average of at least 60% or above in the UK marking scheme.

 

课程设置

Required Modules

Individual Project 独立项目

 

Optional Modules

Cryptography密码学

Nature-Inspired Learning Algorithms自然启发学习算法

Pattern Recognition, Neural Networks & Deep Learning模式识别、神经网络与深度学习

Network Theory网络理论

Security Management安全管理

Artificial Intelligence Planning人工智能规划

Agents & Multi-Agent Systems   代理和多代理系统

Computer Vision计算机视觉

Security Engineering安全工程

Big Data Technologies大数据技术

Software Measurement & Testing软件测量与测试

Simulation and Data Visualisation模拟和数据可视化

Software Engineering and Underlying Technology for Financial Systems金融系统的软件工程和底层技术

Distributed Ledgers and Crypto-Currencies分布式账本和加密货币

 

Modules may typically include

Machine Learning机器学习

Optimisation Methods优化方法

Artificial Intelligence Reasoning and Decision Making人工智能推理与决策

Human-Computer Interaction人机交互

Software Design & Architecture软件设计与架构

Formal Verification形式验证

Compilers & Formal Language编译程序与形式语言

Computational Models计算模型

Agile Software Performance Engineering in Industrial Practice工业实践中的敏捷软件性能工程

Information Security信息安全

 

 

 

2Artificial Intelligence MSc

 

学费:£26,550

雅思要求: 6.5 overall with a minimum of 6.0 in each skill

均分要求:80+

其他要求:

BSc or BEng with 2:1 honours in Engineering or other relevant subject e.g. physics, mathematics, computer science.

In order to meet the academic entry requirements for this programme you should have a minimum 2:1 undergraduate degree with a final mark of at least 60% or above in the UK marking scheme. If you are still studying you should be achieving an average of at least 60% or above in the UK marking scheme.

We also welcome professional or occupational qualifications and assess them on an individual basis.

 

课程设置

Required Modules

Individual Project 独立项目

 

Optional Modules

Agents & Multi-Agent Systems代理和多代理系统

Nature-Inspired Learning Algorithms自然启发学习算法

Pattern Recognition, Neural Networks and Deep Learning模式识别、神经网络与深度学习

Philosophy & Ethics of Artificial Intelligence人工智能的哲学与伦理学

Artificial Intelligence Planning人工智能规划

Data Mining数据挖掘

Computer Vision计算机视觉

Distributed Ledgers & Crypto-Currencies分布式账本和加密货币

 

Modules may typically include

Optimisation Methods优化方法

Formal Verification形式验证

Human-Computer Interaction人机交互

Computational Models计算模型

Artificial Intelligence Reasoning and Decision Making人工智能推理与决策

Machine Learning机器学习

 

 

3Data Science MSc

 

学费:£26,550

雅思要求:6.5 overall with a minimum of 6.0 in each skill

均分要求:80+

其他要求:

A Bachelor’s degree with 2:1 (Upper Second Class) honours is required in one of the following subject areas:

Computer Science, or Computing

Mathematics, Pure Mathematics, Mathematical Statistics or Statistics

Physics

Natural Science

Electronic Engineering

Geographic Information Systems

Operations Research

In order to meet the academic entry requirements for this programme you should have a minimum 2:1 undergraduate degree with a final mark of at least 60% or above in the UK marking scheme. If you are still studying you should be achieving an average of at least 60% or above in the UK marking scheme.

 

课程设置

Required Modules

Computer Programming for Data Scientists or Big Data Technologies面向数据科学家或大数据技术的计算机程序设计

Databases, Data Warehousing & Information Retrieval数据库、数据仓库和信息检索

Statistics for Data Analysis or Elements of Statistical Learning or Statistics in Finance数据分析统计或统计学习要素或金融统计

Data Mining数据挖掘

Individual Project独立项目

 

Optional Modules

Elements of Statistical Learning统计学习要素

Statistics in Finance金融统计

Agents & Multi-Agent Systems代理和多代理系统

Nature-Inspired Learning Algorithms自然启发学习算法

Pattern Recognition, Neural Networks & Deep Learning模式识别、神经网络与深度学习

Network Theory网络理论

Big Data Technologies大数据技术

Simulation & Data Visualisation模拟和数据可视化

Computer Vision计算机视觉

Telling Stories with Data用数据讲故事

 

Machine Learning机器学习

Optimisation Methods优化方法

 

Artificial Intelligence Reasoning and Planning人工智能推理与规划


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