Paper

Course number, title (unit value)

Paper 1

GY460 Techniques of Spatial Economic Analysis (0.5) ^# and GY476 Applied Geographical Information Systems (0.5)

Paper 2

Courses to the value of 1.0 unit(s) from the following:

GY428 Applied Quantitative Methods (0.5) ^#

MY470 Computer Programming (0.5)

ST445 Managing and Visualising Data (0.5) ^#

ST446 Distributed Computing for Big Data (0.5) ^#

ST455 Reinforcement Learning (0.5) ^#

ST456 Deep Learning (0.5) ^#

ST457 Graph Data Analytics and Representation Learning (0.5) ^#

MY474 Applied Machine Learning for Social Science (0.5) ^{# 1} or

ST443 Machine Learning and Data Mining (0.5) ^{# 2}

Paper 3

Courses to the value of 1.0 unit(s) from the following:

GY400 The Economics of Urbanisation (0.5) ^#

GY404 Inclusive Growth (0.5) ^#

GY415 Local Capacity and Economic Development Policy (0.5)

GY426 Environmental and Resource Economics (1.0) ^#

GY448 Social and Political Aspects of Planning (0.5)

GY454 Urban Policy and Planning (0.5) ^#

GY455 Economic Appraisal and Valuation (0.5)

GY457 Applied Urban and Real Estate Economics (1.0) ^#

GY473 Economic Development and the Environment (0.5) ^#

Paper 4

GY485 Dissertation - MSc Geographic Data Science and MSc Real Estate Economics and Finance (1.0)