Xiong et al. discuss the Data Science for Health Discovery and Innovation in Africa, a US-Africa partnership aiming to transform health via innovative data science. Achievements to date include 38 projects in 22 African countries, an open FAIR data ecosystem, and AI tools for disease management and pandemic preparedness.