In this course, you will be introduced to the basics of artificial intelligence and machine learning and how they are applied in real-world scenarios in the AI for Good space. You will also be introduced to a framework for problem solving where AI is part of the solution. The course concludes with a case study featuring three Jupyter notebook labs where you’ll create an air quality monitoring application for the city of Bogotá, Colombia.
AI and Public Health
AI and Public Health
This course is part of AI for Good Specialization
Instructor: Robert Monarch
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252 reviews
Beginner level
Recommended experience
Flexible schedule
9 hours to complete
Learn at your own pace
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Skills you'll gain
- Data Manipulation
- AI literacy
- Healthcare Ethics
- Responsible AI
- Artificial Intelligence
- Public Health
- Model Evaluation
- Environmental Monitoring
- Machine Learning Algorithms
- Machine Learning
- Supervised Learning
- Artificial Intelligence and Machine Learning (AI/ML)
- Model Training
- Information Privacy
- Data Analysis
- Applied Machine Learning
- Exploratory Data Analysis
- Data Ethics
Tools you'll learn
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Assessments
4 assignments
Taught in English
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This course is part of the AI for Good Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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BM
Reviewed on Sep 22, 2023
Nice high level overview plus labs that demonstrate the issues being discussed.
JJ
Reviewed on Jul 18, 2023
It was a bonus learning Spanish (w/ subtitles on) and Python in action
DL
Reviewed on 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!
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