AI and Disaster Management

This course is part of AI for Good Specialization

Instructor: Robert Monarch

Skills you'll gain

  •   Machine Learning Methods
  •   Artificial Intelligence
  •   Unstructured Data
  •   Natural Language Processing
  •   Geospatial Information and Technology
  •   Image Analysis
  •   Applied Machine Learning
  •   Data Ethics
  •   Computer Vision
  •   Text Mining
  •   Disaster Recovery
  •   Mitigation
  •   Data Analysis
  •   Emergency Response
  • There are 3 modules in this course

    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.

    Satellite Imagery to Detect Disaster Locations

    Analyzing Text Data to Gain Insights

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