AI for Good
Instructors: Robert Monarch
Also available on Coursera
AI for Good
Beginner
3 Courses
118 Video Lessons
34 Reading Lessons
17 Practices
Instructor: Robert Monarch
DeepLearning.AI
What you'll learn
Master a step-by-step framework for the development of AI projects.
Analyze data and build AI models for projects focused on air quality, wind energy, biodiversity monitoring, and disaster management.
Explore real-world case studies related to public health, climate change, and disaster management.
Learn through real-world projects
Instructor
In partnership with Microsoft’s AI for Good Lab
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.
Who should join?
The AI for Good Specialization is designed to be accessible for everyone. We recommend some experience working with data, and performing some basic analysis on your data using tools such as spreadsheets. Whether you’re a student, professional, or someone passionate about making a positive impact on society and the environment, this program provides the tools and knowledge you will need to work on AI for Good initiatives.
Skills you will gain
Learner Reviews
Course Slides
You can download the annotated version of the course slides below.
Frequently Asked Questions
Course Outline
37 Video Lessons • 11 Reading Lessons • 3 Practices
Welcome to AI for Good
Video • 10 mins
What is "AI for Good"?
Video • 7 mins
The Courses in this Specialization
Video • 3 mins
Charles Onu - Identifying Asphyxiation in Babies' Cries
Video • 4 mins
Quick Summary - What is AI?
Video • 5 mins
Quick Summary - How Supervised Learning Works
Video • 5 mins
Considering the Impact of Your AI for Good Project
Video • 10 mins
Juan Lavista Ferres - Microsoft AI for Good Lab
Video • 3 mins
What is AI for Good?
Graded・Quiz • 30 mins
Week 1 Summary
Video • 4 mins
Felipe Oviedo - Anomaly Detection in Breast Cancer Imaging
Video • 6 mins
Acknowledgements
Reading • 10 mins
Join the DeepLearning.AI Forum to ask questions, get support, or share amazing ideas!
Reading • 2 mins
Week 1 Resources
Reading • 10 mins
Week 1 Lecture Notes
Reading • 1 min
Refreshing your Workspace and Downloading Your Notebook
Reading • 5 mins
AI for Good
Beginner
3 Courses
118 Video Lessons
34 Reading Lessons
17 Practices
Instructor: Robert Monarch
DeepLearning.AI
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