Amazon SageMaker Tuning

GPTKB entity

Statements (24)
Predicate Object
gptkbp:instanceOf machine learning service feature
gptkbp:accessibleBy gptkb:AWS_CLI
gptkb:AWS_Management_Console
gptkb:AWS_SDK
gptkbp:allows parallel training jobs
gptkbp:canBe resource limits
hyperparameter ranges
objective metric
gptkbp:documentation https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning.html
gptkbp:enables hyperparameter optimization
https://www.w3.org/2000/01/rdf-schema#label Amazon SageMaker Tuning
gptkbp:integratesWith gptkb:Amazon_SageMaker_Studio
Amazon SageMaker Training Jobs
gptkbp:partOf gptkb:Amazon_SageMaker
gptkbp:provides gptkb:Amazon_Web_Services
gptkbp:releaseYear gptkb:Amazon_Web_Services
gptkbp:supports automatic model tuning
gptkbp:usedFor improving model accuracy
optimizing machine learning models
gptkbp:uses Bayesian optimization
grid search
random search
gptkbp:bfsParent gptkb:SageMaker_Pipelines
gptkbp:bfsLayer 7