2023年伦敦大学皇家霍洛威学院一年工业的机器学习专业硕士申请条件-学费-世界排名

项目背景

更新时间:2024-01-15

专业排名301

大学伦敦大学皇家霍洛威学院

开学时间9月

课程学制2年

学费22800.00/GBP

专业介绍

You’ll study in one of the UK’s leading research departments, and contribute to our renowned research culture with your own Independent Project. You’ll benefit from cutting-edge research-led teaching, with the department’s research strengths including Algorithms and Applications, Machine Learning, Bioinformatics and others. You will be taught by world-leading academics. Research in Machine Learning at Royal Holloway started in the 1990’s, at which time Vladimir Vapnik and Alexey Chervonenkis, the inventors of Support Vector Machines, were both professors here. We have developed both fundamental theory and practical algorithms that have fed into the analytics methods and techniques that are in use today. Current researchers include Alexander Gammerman and Vladimir Vovk, the inventors of conformal predictors theory, and Chris Watkins, who developed ‘Q-learning’, a work that is fundamental to planning and control.

世界排名

2020年

301

2019年

251

2018年

251

2017年

251

语言要求

类型

雅思

托福

PTE

Listen

5.5

Speak

5.5

Read

5.5

Write

5.5

总分

6.5

学术要求

相关专业（如计算机科学，经济，数学，物理）+含足够的数学及编程科目

课程设置

Data Analysis：数据分析 Computation with Data：用数据计算 Machine Learning：机器学习 Online Machine Learning：在线机器学习 deep Learning：深度学习 Ethics in Advanced Computing and Artificial Intelligence：高级计算和人工智能中的伦理学 Year in Industry：工业年份 Individual Project：个人项目 Large-scale Data Storage and Processing：大规模数据存储和处理 Methods of Computational Finance：计算金融方法 Software Verification：软件验证 Advanced Data Communications：高级数据通信 Digital Audio and Applications：数字音频和应用 Semantic Web：语义网 Internet and Web Technologies：互联网和网络技术 Service-oriented Computing Technology and Management：面向服务的计算技术与管理 Business Intelligence：商业智能 Business Intelligence Systems, Infrastructures and Technologies：商业智能系统、基础设施和技术 Computational Optimisation：计算优化 Methods of Bioinformatics：生物信息学方法 Visualisation and Exploratory Analysis：可视化和探索性分析 Macro and financial econometrics：宏观与金融计量经济学 Investment and Portfolio Management：投资和投资组合管理 Fixed Income Securities and Derivatives：固定收益证券和衍生品 Microeconometrics：微观计量经济学 Decision Theory and Behaviour：决策理论与行为 Security Technologies：安全技术