Urban Analytics Summer School

Materials for a 1-day ACM Summer School on Urban Analytics

Find out more about our work at https://urbanalytics.uw.edu/

Introduction: Urban analytics

Part 1: Responsible Data Sharing

1. Background on Differential Privacy for Data Sharing
2. Background on Fairness
3. Paper Discussion: Capuchin

Part 2: Neural Methods for Urban Analytics

1. Background on Neural Networks
2. Neural methods for Urban Analytics

Hands-On

1. Exercise: Privacy-preserving Synthetic Data Generation
2. Exercise: Predicting Rideshare Demand