The process of reviewing and fixing data in order to remove duplicates, correct errors, improve consistency, remove incorrect, corrupted, incorrectly formatted, or incomplete data within a data set prior to use as model training data.
Glossary of Artificial Intelligence (AI), Machine Learning (ML), and Big Data Terms
Data Cleaning
