Chuan Lei

Mar 15, 2024 | amazon.science | Yuze Lou |Chuan Lei |Xiao Qin |Zichen Wang

How can we effectively generate missing data trans-formations among tables in a data repository? Multiple versions of the same tables are generated from the iterative process when data scientists and machine learning engineers fine-tune their ML pipelines, making incremental improvements. This process often involves data transformation and augmentation that produces an augmented table based on its base version and related tables.