Amazon SageMaker Data Wrangler

GPTKB entity

Predicate	Object
gptkbp:instanceOf	data preparation tool
gptkbp:category	gptkb:cloud_service machine learning tool
gptkbp:cloudBased	gptkb:AWS
gptkbp:developedBy	gptkb:Amazon
gptkbp:documentation	https://docs.aws.amazon.com/sagemaker/latest/dg/data-wrangler.html
gptkbp:enables	data exploration feature selection data profiling data validation data cleaning integration with ML workflows custom transformations with Python data export to SageMaker Pipelines data export to SageMaker Processing Jobs data export to SageMaker Studio data summary statistics data visualization charts
gptkbp:feature	gptkb:transformation gptkb:data_visualization data analysis feature engineering data export data import
https://www.w3.org/2000/01/rdf-schema#label	Amazon SageMaker Data Wrangler
gptkbp:integratesWith	gptkb:Amazon_S3 gptkb:Databricks gptkb:Snowflake gptkb:MySQL gptkb:Amazon_Redshift gptkb:Google_BigQuery gptkb:Microsoft_SQL_Server gptkb:PostgreSQL gptkb:Amazon_Athena
gptkbp:interface	visual interface
gptkbp:license	proprietary
gptkbp:offers	over 300 built-in data transformations
gptkbp:partOf	gptkb:Amazon_SageMaker
gptkbp:priceRange	pay-as-you-go
gptkbp:purpose	data preparation for machine learning
gptkbp:regionAvailability	multiple AWS regions
gptkbp:releaseYear	2020
gptkbp:supports	gptkb:Python gptkb:JSON gptkb:Jupyter_Notebooks gptkb:Excel CSV Parquet
gptkbp:bfsParent	gptkb:SageMaker_Ground_Truth gptkb:SageMaker_Studio gptkb:Amazon_Redshift_Data_Sharing_with_Data_Wrangler
gptkbp:bfsLayer	6