项目背景
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更新时间:2024-10-27
开学时间9月
课程学制1年
学费25400.00/GBP
专业介绍
Develop the analytic and professional skills for success in the data science on this Data & Decision Analytics MSc. You’ll learn advanced level mathematical modelling, statistical analysis, and computation.
This UK master’s course will give you the skills and knowledge to make better decisions based on data. There is also a strong focus on real work experience, with opportunities for summer projects in a range of industries.
Through this degree you’ll learn:
programming skills in R and in Python
advanced theory and methods of applied statistics
practical application of operational research
modelling of deterministic and stochastic systems
industry career skills working on a project with an external organisation
You'll take on 3-month summer project which can be in operational research, statistics, data science or a combination of each. This is excellent preparation if you want to go onto a PhD in one of these areas.
There are 2 options for this project:
The opportunity to compete for a 3-month project with an external organisation
An internal project linked to the latest research led by one of our academics
推荐顾问
语言要求
Write
6
21
64
总分
6.5
92
68
学术要求
含quantitative的专业,如计算机科学,经济学,工程,数学,物理,统计学。
课程设置
Mandatory 必修
Computational Machine Learning and Optimisation:计算机器学习和优化
Data Mining and Analytics:数据挖掘和分析
Deterministic OR Methods for Data Scientists:数据科学家的确定性或方法
Introduction to Python:Python简介
Likelihood and Bayesian Inference:似然和贝叶斯推断
Presenting Reports:提交报告
Project:项目
Statistical Computing for Data Scientists:数据科学家的统计计算
Stochastic OR Methods for Data Scientists:数据科学家的随机或方法
Optional 选修
Analytical Consultancy Skills:分析咨询技能
Computer-based statistical modelling:基于计算机的统计建模
Design of Experiments:实验设计
Financial Portfolio Theory:金融投资组合理论
Flexible Regression:灵活回归
Forecasting:预测
Machine Learning:机器学习
Revenue Management:收益管理
申请案例
学生姓名:郑**
毕业学校:China Agricultural University
本科专业:Mathematics And Applied Mathematics
基本背景:
三年级/GPA2.85/4/雅思0
学生姓名:赵**
毕业学校:哈尔滨理工大学
本科专业:信息管理与信息系统
基本背景:
四年级/GPA81.3/100/雅思0