Dynamically Typed

Google's Know Your Data tool

Google launched Know Your Data, a new tool that “helps researchers, engineers, product teams, and decision makers understand datasets with the goal of improving data quality, and helping mitigate fairness and bias issues.” It includes 70+ existing image datasets for which the tool can find corrupted data, sensitive subjects, coverage gaps, and balance problems. This looks like a solid technical step towards more equitable and reliable machine learning.