AWS Glue now supports missing value imputation based on machine learning

AWS Glue now offers missing value imputation on incomplete datasets. You can use the Fill Missing Values transform to get predicted values for blank entries in a column of your data. This feature makes it easy to clean datasets that have null or empty values so that they don’t need to be accounted for at query time.

Source:: Amazon AWS