英国大学经济学+数据科学硕士怎么样?

这几天,曼彻斯特大学说要新增一个授课型硕士项目 —— MSc Economics and Data Science。看这项目名称,又是经济学,又是数据科学,基本可以预见到,24fall会收到很多很多的申请。

把经济学和数据科学凑到一起搞成硕士项目,其实曼大的动作已经算慢了。今年7月的时候,剑桥大学的经济系就说要开一个“经济学+数据科学”的硕士。而且在剑桥之前,英国已经有好几所大学就这么干了。

如果有学生心想:读了这样的一个硕士项目,能在经济学和数据科学这2方面都学到很多。

那我觉得有点不现实了看看这几家的课程:

University of Manchester

MSc Economics and Data Science

核心课

Microeconomic Theory,Macroeconomic Theory,Econometric Methods,Data Science & Machine Learning 1Data Science & Machine Learning 2Skills for Data Scientists

选修课

Financial Econometrics,Applied Macroeconometrics,Microeconometrics,Healthcare Economics,Economics of Environmental Policy,Labour Economics

核心课里DS相关的课占比还行,选修课里都是经济学的课

University of Cambridge

MPhil in Economics and Data Science

核心课

Microeconomics for Data Science,Econometric Methods,Fundamentals of Data ScienceMachine Learning in EconomicsCausal Inference and Machine LearningResearch Computing,Seminar Series and Case Studies

选修课

Economic Analysis of Non-Standard Data,Introduction to Algorithmic Trading Robot Design,Industrial Organisation,Applied Macroeconomics,Applied Econometrics,Advanced Macroeconomics,Econometrics II: Time Series

Econometrics II: Cross Section and Panel Data,Public Economics,Economics of Ageing,Behavioural Economics,Economics of Networks,International Trade

Corporate Finance

核心课里DS相关的课占比还行,选修课里绝大部分都是经济学的课

University College London

Data Science and Public Policy (Economics) MSc

必修课

Econometrics,Microeconomics,Macroeconomics,Dissertation,Machine Learning in EconomicsStatistical Learning for Public PolicyStatistical Programming for Social Data Science,Data, Evidence and Public Policy

选修课

Time Series Econometrics,Advanced Microeconometrics,Public Microeconomics,Health Economics,Macroeconomic Policy,Environmental Economics: Principles and Policy,Behavioural Economics,Economics of Development,Data Science Theory,Advanced Quantitative Methods,Quantitative Text Analysis for Social Science

核心课里DS相关的课占比还行,选修课里大部分都是经济学的课

University of Nottingham

Economics and Data Science MSc

核心课

Big Data EconomicsMachine Learning for Economics,Econometric Theory,Economic Data Analysis,Economic Research Methodology,Microeconomic Theory/Macroeconomic Theory(二选一)

选修课(以下课程里选三门)

Advanced Macroeconomic Methods,Advanced Microeconomic Theory,Applied Behavioural Economics,Applied Microeconometrics,Behavioural Economic Theory,Development Policy Analysis,Development Microeconomics

Financial and Macroeconometrics,Economics of Corporate Finance,Economics of Household Finance,Experimental Methods in Economics,International Macroeconomics,International Trade Theory,Monetary Theory and Practice

Time Series Econometrics,Trade Analysis and Policy

核心课里和DS相关的课占比不高,选修课里没什么和DS有关的课

University of Glasgow

Data Analytics for Economics and Finance MSc

核心课

Applied Time Series and Forecasting,Microeconometrics: Impact Evaluation and Casual Analysis,StatisticalMachine Learning,Bayesian Data Analysis

选修课

Text as Data for MScDeep Learning for MScCybersecurity Fundamentals for MScFinancial Information RetrvealApplied Computational Finance

Empirical Asset Pricing,Financial Market Microstructure,Data Science for Marketing Analytics,Dissertation(Industry Pathway or Research Pathway)

核心课里和DS有关的课不错,选修课里和DS有关的课占比倒是算高的了

University of Bristol

MSc Economics with Data Science

必修课

Economic Analytics,Econometrics with PythonLarge-Scale Data Engineering Machine Learning for Economics,Dissertation,Programme Evaluation with Data Project,Econometrics beyond the mean,Applied Financial Econometrics,Health Economics with Data Application,Empirical Industrial Organisation,Labour Economics with Data Applications,Development Economics with Data Application

和DS有关的课占比还行

Newcastle University

Economics and Data Science MSc

必修课

Microeconomics,Macroeconomics,Mathematical Analysis,Econometrics

Numerical Methods and Scientific Programming,Applied Data Science

选修课(以下课程里选一门)

Topics in Microeconomics,Topics in Macroeconomics,Causal Inference and Applied Microeconometrics,Applied Time series econometrics,Experimental Methods in Economics,Behavioural Economics,Mathematics Foundations

也就2门和DS相关的课,甚至可以说只有一门

University of Liverpool

MSc Data Science for Economics

课程

Econometrics and Statistical Methods,Macroeconomic Analysis,Microeconomic Analysis,Data Management and Visualisation for Economics

Applied Macroeconometrics,Applied Microeconometrics,Machine Learning and Big Data Econometrics,Money and Banking,Current Topics  in Economics,Labour Economics,Public Economics

也就2门和DS相关的课

就我觉得吧,这些“经济学+数据科学”的硕士,大部分项目骨子里还是经济学

学生能额外收获的可能是,多一个从数据科学角度去认知和理解经济学,

数据科学这方面的技能的训练,在这样的硕士项目就读期间,不会得到很大的提升,除非学生课外额外自学

然后,我还没去查其他还有哪些英国大学也开设了“经济学+数据科学”的硕士,

如果还不多的话,可能后面其他的英国大学也会纷纷效仿

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