以英国G5集团伦敦大学学院UCL的数据科学硕士为例:
Core modules 必修课
Introduction to Statistical Data Science 数据科学统计导论
Introduction to Machine Learning 机器学习导论
Statistical Design of Investigations调查统计设计
Statistical Computing统计计算
Optional modules 选修课(从以下课程中选修两门)
At least two from a choice of Statistical Science modules including:
Applied Bayesian Methods应用贝叶斯方法
Decision & Risk 决策与风险
Factorial Experimentation析因分析法
Forecasting 预测
Quantitative Modelling of Operational Risk and Insurance Analytics运营风险与保险分析计量模型
Selected Topics in Statistics统计选择课题
Stochastic Methods in Finance I金融随机方法论(一)
Stochastic Methods in Finance II金融随机方法论(二)
Stochastic Systems随机系统
Up to two from a choice of Computer Science modules including(计算机相关课程,最多选两门):
Affective Computing and Human-Robot Interaction情感计算机与人机交互
Graphical Models 制图模型
Statistical Natural Language Processing 自然语言处理统计
Information Retrieval & Data Mining信息检索与数据挖掘
去年毕业生就业:
Management Associate, HSBC汇丰银行储备干部
Statistical Analyst, Nielsen 尼尔森(市场调查公司)统计分析师
PhD in Statistics, UCL UCL统计博士
Mortgage Specialist, Citibank花旗银行房屋按揭主任
Research Assistant Statistician, Cambridge Institute of Public Health剑桥公共健康研究院研究助理统计学家
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