data quality

Improving Label Collection Through Social Science Insights

As many in the AI field transition from a model-centric to a data-centric approach, the quality of training data is receiving increased attention. As many in the AI field transition from a model-centric to a data-centric approach, the quality of …

Using Passive Data to Supplement or Replace Survey Data

Data Quality in Data Science

Data scientists are increasingly turning their attention to the collection of high quality training data. Those of us with expertise in data collection can apply lessons in web survey design to them.