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AI for Good

The AI for Good Specialization showcases how AI can be part of the solution when it comes to addressing some of the world’s biggest challenges in areas like public health, climate change, and disaster management. In these courses, you’ll learn from instructor Robert Monarch, who has over 20 years of experience building AI products in industry and working at the intersection of AI and public health and disaster management. Robert is also the author of Human-in-the-Loop Machine Learning, a book focused on human-centered AI applications. Throughout the courses, you'll hear from experts working on AI for Good initiatives aimed at addressing social and environmental issues. By combining human and machine intelligence, real-world datasets, best practices around data privacy, and ethical considerations, you’ll develop the knowledge and fundamental skills to tackle your own AI for good projects. These courses were built in partnership with researchers at the Microsoft AI for Good Lab who offered their subject matter expertise throughout the development of the program. We are also grateful to Sasha Luccioni, Climate Lead and Researcher at HuggingFace for her help in forming the high-level program structure, outlining what kinds of topics and case studies would work best for these courses, and recruiting many of the experts that either appear in guest speaker videos or have contributed behind the scenes.

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Status: Jupyter
BeginnerSpecialization

Top reviews across AI for Good

BM

Reviewed Sep 22, 2023

Nice high level overview plus labs that demonstrate the issues being discussed.

AM

Reviewed Sep 13, 2023

Great eye opener course to help you understand more about AI and how it affects our daily lives.

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.

JJ

Reviewed Jul 18, 2023

It was a bonus learning Spanish (w/ subtitles on) and Python in action

AS

Reviewed Jun 14, 2024

This course is designed very well that any person who wants pursue knowledge about How AI and Machine Learning work.

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!

DL

Reviewed Aug 3, 2023

This is a fantastic course. Really inspirational. Andd the code is an excellent way to learn how to sustainably fish for yourself! Thanks and all the best, David

LA

Reviewed Oct 14, 2025

Very great intro and real project implementation of tackling climate change with AI/ML

FF

Reviewed Jul 8, 2023

Great course. Excellent presentation and very motivational

SS

Reviewed Nov 25, 2023

One of the best course to have deep insights on how to apply AI for good usecases and follow a common methodology

SP

Reviewed Oct 6, 2023

I love this course I learn how to increase renewable energy efficiency and how to save animals and many technical skills thank you so much ✨

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.

Learner reviews across AI for Good

Showing: 20 of 46

Beena
Course: AI and Public Health
5.0
Reviewed Jul 11, 2023Course: AI and Public Health
Thokchom
Course: AI and Public Health
5.0
Reviewed Jul 1, 2023Course: AI and Public Health
David
Course: AI and Public Health
4.0
Reviewed Jul 6, 2023Course: AI and Public Health
Rajat
Course: AI and Public Health
5.0
Reviewed Nov 16, 2025Course: AI and Public Health
Anri
Course: AI and Public Health
5.0
Reviewed Jul 6, 2023Course: AI and Public Health
Veronika
Course: AI and Public Health
5.0
Reviewed Jul 22, 2023Course: AI and Public Health
Ellen
Course: AI and Public Health
5.0
Reviewed Oct 27, 2023Course: AI and Public Health
Shefali
Course: AI and Public Health
5.0
Reviewed Jul 11, 2023Course: AI and Public Health
Max
Course: AI and Public Health
5.0
Reviewed Jul 8, 2023Course: AI and Public Health
Greg
Course: AI and Public Health
5.0
Reviewed Sep 12, 2023Course: AI and Public Health
ST
Course: AI and Public Health
5.0
Reviewed Sep 3, 2023Course: AI and Public Health
April
Course: AI and Public Health
5.0
Reviewed Dec 29, 2024Course: AI and Public Health
David
Course: AI and Public Health
5.0
Reviewed Aug 4, 2023Course: AI and Public Health
Matteo
Course: AI and Public Health
5.0
Reviewed Dec 9, 2024Course: AI and Public Health
Sergio
Course: AI and Public Health
5.0
Reviewed Aug 9, 2023Course: AI and Public Health
THANGARAJAN
Course: AI and Public Health
5.0
Reviewed Jul 20, 2023Course: AI and Public Health
ALBA
Course: AI and Public Health
5.0
Reviewed Jul 13, 2023Course: AI and Public Health
Shivam
Course: AI and Public Health
5.0
Reviewed Nov 26, 2023Course: AI and Public Health
Alejandro
Course: AI and Public Health
5.0
Reviewed Aug 28, 2023Course: AI and Public Health
Enrique
Course: AI and Public Health
5.0
Reviewed Jan 21, 2024Course: AI and Public Health