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DeepLearning.AI

AI and Disaster Management

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.

Status: Emergency Response
Status: Responsible AI
BeginnerCourse12 hours

Featured reviews

RK

Reviewed Nov 15, 2023

Practical insight into real-world application of tokenization and ML methods. And also a real examples of application of do-no-harm principles.

MN

Reviewed Dec 8, 2024

Great lectures, very insighful; I enjoyed the labs, and the structured framework for approaching the projects. The whole specialization is worthwhile!

FF

Reviewed Jul 8, 2023

Great course. Excellent presentation and very motivational

CP

Reviewed Oct 23, 2023

Very informative walk-through some of the basics of Disaster Management and some of the AI techniques that are used. Labs are set up well to get an initial feel for applications. Great presentation.

JP

Reviewed Dec 7, 2025

This is one of the best courses I have ever taken that deals with practical problems for which AI can be applied. I can't say enough for how well the instructor presents the materials.

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