Readings

Reading list 1

Discussion on: Tuesday, April 9, 2019

• McKinsey Global Institute Discussion Paper on Applying artificial intelligence for social good [Link]
• TF blog: Applying Deep Learning to Metastatic Breast Cancer Detection [Link]
• TF Application: How a Japanese cucumber farmer is using deep learning and TensorFlow [Link]

Reading list 2

Discussion on: Tuesday, April 23, 2019

• Paper: Improving Traffic Safety Through Video Analysis in Jakarta [Link]
• TF blog: Forecasting earthquake aftershock locations with AI-assisted science [Link]
• HBR: A Guide to Solving Social Problems with Machine Learning [Link]

Optional Readings

• Paper: Rural Infrastructure Health Monitoring System: Using AI to Increase Rural Water Supply Reliability [Link]
• Workshop report 2017: AI for Social Good [Link]

Reading list 3

Discussion on: Tuesday, June 11, 2019

• Paper: AI based Evaluation of the SDGs [Link]
• Paper: DeepSolar: A Machine Learning Framework to Efficiently Construct Solar Deployment Database in the United States [Link]
• Paper: A Machine Learning Approach to Modeling Human Migration [Link]