course number | instructor | title |
CS 5984 | Naren Ramakrishnan | Intro to Urban Computing |
This course provides an introduction to problems posed by increased urbanization; computational approaches to address urban challenges; sensor network testbeds; data science approaches to urban computing problems; special focus on epidemiology, sustainability, transportation, social science, urban economics; case studies with real-world applications. This course will enable students to define computational approaches to urban problems using the methods of data science, implement algorithms to analyze data from urban sensor networks, develop network science models to pose and study optimization problems in epidemiology, sustainability, transportation. Students will also be able to develop statistical data mining approaches to pose and study design problems in social science and urban economics, and communicate patterns inferred from data analysis to urban practitioners.