Complete all courses and requirements listed below unless otherwise indicated.

Core Requirements

Data Science Courses
DA 5020Collecting, Storing, and Retrieving Data4
or DA 5030 Introduction to Data Mining/Machine Learning
or PPUA 7237 Advanced Spatial Analysis of Urban Systems
INSH 5301Introduction to Computational Statistics4
INSH 5302Information Design and Visual Analytics4
PPUA 5263Geographic Information Systems for Urban and Regional Policy4
Methods and Applications
PPUA 5262Big Data for Cities4

Optional Co-op Experience

Four-month co-ops require registration at 1 SH for one term. Longer co-ops require registration at 1 SH per term for two consecutive terms:1-2
Co-op Work Experience
and Experiential Integration

Electives

Complete 13 SH from the following:13
Methods and Applications
Critical Infrastructure Resilience
Performance Models and Simulation of Transportation Networks
Transportation Demand Forecasting and Model Estimation
Special Topics in Civil Engineering (with prior approval of advisor)
Special Topics in Environmental Engineering (with prior approval of advisor)
Special Topics in Industrial Engineering
Agent-Based Modeling for Applied and Social Sciences
Housing Policy
Participatory Community Planning Methods
Participatory Modeling for Collaborative Decision Making
International Environmental Policy
Ecological Economics
Energy Democracy and Climate Justice: Technology, Policy, and Social Change
Global Urbanization and Planning
Urban Theory and Science
Environmental Science and Policy Seminar 1
Economic Analysis for Policy and Planning
The Nonprofit Sector in Civil Society and Public Affairs
Resilient Cities
Analysis
Qualitative Methods
Analyzing Complex Digitized Data
Social Networks
Dynamic Modeling for Environmental Decision Making
Research Toolkit for Urban and Regional Policy: Project Management
Research Toolkit for Urban and Regional Policy: Grant Writing
Techniques of Program Evaluation
Practicum or Capstone
Practicum
Capstone in Public Policy and Urban Affairs
Portfolio
Urban Informatics Portfolio

Program Credit/GPA Requirements

33 total semester hours required (34-35 with optional co-op)
Minimum 3.000 GPA required