Complete all courses and requirements listed below unless otherwise indicated.
Code | Title | Hours |
---|---|---|
Course 1 | ||
Complete a cross-disciplinary training course from the appropriate course 1 option list. | 3–4 | |
This requirement offers cross-disciplinary training in one of two areas: in social sciences or business for learners with a background in engineering or computer science and in knowledge engineering for learners with a background in the social sciences or business. Students should complete one of the courses listed below or submit a petition to their advisor for a different course that they believe is suitable. Some options to meet this course 1 requirement are prerequisites of options to meet the course 3 requirement of this program. Students are encouraged to examine course 3 options when planning their course 1 selection. | ||
Course 1 for Learners with Background in Engineering or Computer Science | ||
Information Ethics | ||
AI Ethics | ||
Big Data for Cities | ||
Economic Analysis for Policy and Planning | ||
Course 1 for Learners with Background in the Social Sciences or Business | ||
Algorithms | ||
Foundations for Data Analytics Engineering | ||
Course 2 | ||
ENGR 6010 | Fundamentals of the Platform Economy | 4 |
Course 3 | ||
Complete an elective from one of the following elective lists. Students should choose one of the courses listed below or submit a petition for a different course they believe is suitable. Some options to complete this requirement have prerequisites outside the curriculum for this certificate program. | 3–4 | |
Modeling and Algorithms Electives | ||
Time Series and Geospatial Data Sciences | ||
Performance Models and Simulation of Transportation Networks | ||
Transportation Demand Forecasting and Model Estimation | ||
Computer/Human Interaction | ||
Algorithms | ||
Applied Econometrics | ||
Data Visualization | ||
Introduction to Machine Learning and Pattern Recognition | ||
Advanced Special Topics in Electrical and Computer Engineering | ||
Engineering Probability and Statistics | ||
Simulation Analysis | ||
Data Mining in Engineering | ||
Deterministic Operations Research | ||
Dynamic Modeling for Environmental Decision Making | ||
Urban Affairs Electives | ||
Transportation Systems: Analysis and Planning | ||
Sustainable Urban Transportation: Netherlands | ||
Public Transportation | ||
Big Data for Cities | ||
Geographic Information Systems for Urban and Regional Policy | ||
Global Urbanization and Planning | ||
Urban Theory and Science | ||
The 21st-Century City: Urban Opportunities and Challenges in a Global Context | ||
Advanced Spatial Analysis of Urban Systems | ||
Policy and Regulation Electives | ||
Fundamentals of Energy System Integration | ||
Ecological Economics | ||
Energy Democracy and Climate Justice: Technology, Policy, and Social Change | ||
Principles of Public Administration | ||
Economic Analysis for Policy and Planning | ||
Techniques of Policy Analysis | ||
Energy and Environment Electives | ||
Climate Science, Engineering Adaptation, and Policy | ||
Special Topics in Civil Engineering | ||
Product Management and Platform-Based Business Model Innovations Electives | ||
Economic Decision Making | ||
Business Model Design and Innovation | ||
Creating and Sustaining Customer Markets | ||
New Product Development | ||
Marketing and Selling Innovation |
Students who complete the requirements above at less than the required 12 semester hours for this certificate should consult with their advisor regarding 1-semester-hour and/or 2-semester-hour course options to complete program requirements.
Program Credit/GPA Requirements
12 total semester hours required
Minimum 3.000 GPA required