SageMaker Autopilot

GPTKB entity

Statements (24)
Predicate Object
gptkbp:instanceOf gptkb:cloud_service
gptkbp:canAutomate machine learning model development
gptkbp:cloudBased gptkb:AWS
gptkbp:developedBy gptkb:Amazon
gptkbp:documentation https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development.html
gptkbp:feature model explainability
automatic data preprocessing
automatic model selection
one-click deployment
Jupyter notebook integration
automatic candidate generation
automatic hyperparameter tuning
integration with SageMaker Studio
model leaderboard
gptkbp:firstReleased 2019
https://www.w3.org/2000/01/rdf-schema#label SageMaker Autopilot
gptkbp:partOf gptkb:Amazon_SageMaker
gptkbp:regionAvailability multiple AWS regions
gptkbp:supports gptkb:dictionary
regression
tabular data
gptkbp:usedFor automated machine learning (AutoML)
gptkbp:bfsParent gptkb:Amazon_SageMaker
gptkbp:bfsLayer 5