In this course, you will be introduced to the four phases of the disaster management cycle; mitigation, preparation, response, and recovery. You’ll work through two case studies in this course. In the first, you will use computer vision to analyze satellite imagery from Hurricane Harvey in 2017 to identify damage in affected areas. In the second, you will use natural language processing techniques to explore trends in aid requests in the aftermath of the 2010 earthquake in Haiti.
Overview
Syllabus
- Introduction to AI and Disaster Management
- Satellite Imagery to Detect Disaster Locations
- Analyzing Text Data to Gain Insights
Taught by
Robert Monarch
