Introduction to AI for Good-Welcome to the AI for Good specialization
Welcome to AI for Good
()
What is "AI for Good"?
()
The Courses in this Specialization
()
Charles Onu - Identifying Asphyxiation in Babies' Cries
()
Introduction to AI for Good-Introduction to Artificial Intelligence and Machine Learning
Quick Summary - What is AI?
()
Quick Summary - How Supervised Learning Works
()
Considering the Impact of Your AI for Good Project
()
Juan Lavista Ferres - Microsoft AI for Good Lab
()
Introduction to AI for Good-Summary
Week 1 Summary
()
Felipe Oviedo - Anomaly Detection in Breast Cancer Imaging
()
Acknowledgements
Introduction to AI for Good-Resources
Week 1 Resources
Week 1 Lecture Notes
AI for Good Project Framework-AI for Good Framework
AI for Good Framework
()
Maternal and Infant Health in Nigeria
()
Explore Phase - Problem Definition and Stakeholders
()
Explore Phase - Could AI Add Value?
()
Design Phase
()
Implement Phase
()
Evaluate Phase
()
Iva Gumnishka - Building an Ethical Supply Chain
()
AI for Good Project Framework-Exploring Air Quality
Air Quality
()
Sources of Air Pollution
()
Measuring Air Quality
()
Bogotá Air Quality Monitoring Network (RMCAB)
()
Bogotá District Secretariat of Environment - Tackling Air Pollution
()
Air Quality - Explore Phase
()
Introduction to Jupyter Notebook Labs
()
Air Quality - Explore and Visualize Missing Data
()
Air Quality - Explore Correlations
()
(Optional) Downloading your Notebook, Downloading your Workspace and Refreshing your Workspace
Air Quality - Explore Phase Checkpoint
()
AI for Good Project Framework-Resources
Week 2 Resources
AI for Good Project Framework-Lecture Notes (Optional)
Lecture Notes W2
Air Quality in Bogotá Colombia-Designing and Implementing Your Air Quality Monitoring Project
Air Quality - Design and Implement Phases
()
Air Quality - Establish a Baseline
()
Air Quality - Train and Test a Neural Network
()
Air Quality - Nearest Neighbor Method
()
Air Quality - Design Phase Checkpoint
()
Air Quality - Implement Phase
()
Air Quality - Project Wrap Up
()
Air Quality in Bogotá Colombia-End of access to Lab Notebooks
[IMPORTANT] Reminder about end of access to Lab Notebooks
Air Quality in Bogotá Colombia-Course Wrap Up
Tapiwa Chiwewe - Air Pollution in South Africa
()
Course Wrap Up
()
Air Quality in Bogotá Colombia-Resources
Week 3 Resources
Air Quality in Bogotá Colombia-Lecture Notes (Optional)
Lecture Notes W3