项目背景
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更新时间:2024-03-09
开学时间9月
课程学制1年
学费29100.00/GBP
专业介绍
Designed for those interested in learning the underpinning theory of Data Science together with methods for implementation and application
Explore mathematical and computational techniques for Data Science, building on your existing scientific and/or mathematical knowledge
Study network analysis, text analysis and machine vision as well as social contexts, governance and ethical considerations
Build upon your existing coding skills and handle complex data sets, learning multiple methods of analysis and efficient approaches to visualisation and presentation
Undertake a project where you’ll develop skills and pursue ideas in a specific area of interest, with the support of your academic supervisor.
推荐顾问
世界排名
语言要求
Write
6
21
64
总分
6.5
90
67
学术要求
strongly numerate类专业(如计算机,数学,物理)+含高级编程语言
课程设置
Compulsory modules:必修模块
Introduction to Data Science:数据科学导论
Fundamentals of Data Science:数据科学基础
Machine Learning:机器学习
Learning from Data:从数据中学习
Data Science Research Project:数据科学研究项目
Optional modules:可选模块
Digital Business Models:数字商业模式
Statistical Data Modelling:统计数据建模
Nature-Inspired Computation:自然启发的计算
Research Methodology:研究方法
Evolutionary Computation & Optimisation:进化计算与优化
Computer Vision:计算机视觉
Social Networks and Text Analysis:社交网络与文本分析
Stochastic Processes:随机过程
High Performance Computing:高性能计算
Statistical Modelling in Space and Time:时空统计建模
Bayesian Philosophy and Methods in Data Science:数据科学中的贝叶斯哲学和方法
Data Governance and Ethics:数据治理与伦理