SageMaker Feature Store

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instanceOf feature store
gptkbp:API gptkb:Python_SDK
gptkb:Boto3
gptkb:SageMaker_API
gptkbp:billingModel pay-as-you-go
gptkbp:cloudBased gptkb:AWS
gptkbp:developedBy gptkb:Amazon
gptkbp:documentation https://docs.aws.amazon.com/sagemaker/latest/dg/feature-store.html
gptkbp:enables feature engineering
feature reuse
feature sharing
gptkbp:features encryption in transit
encryption at rest
IAM integration
gptkbp:format gptkb:JSON
CSV
Parquet
https://www.w3.org/2000/01/rdf-schema#label SageMaker Feature Store
gptkbp:integratesWith gptkb:SageMaker_Pipelines
gptkb:SageMaker_Studio
gptkb:SageMaker_Inference
gptkb:SageMaker_Training
gptkbp:launched 2020
gptkbp:numberOfLocations features
gptkbp:partOf gptkb:Amazon_SageMaker
gptkbp:provides data versioning
data consistency
feature lineage tracking
gptkbp:regionAvailability multiple AWS regions
gptkbp:supports gptkb:machine_learning
gptkb:market
data validation
audit logging
data ingestion
data cataloging
schema enforcement
data retrieval
feature transformation
batch feature serving
feature discovery
feature monitoring
real-time feature serving
offline store
time travel queries
gptkbp:uses feature management
ML model inference
ML model training
gptkbp:bfsParent gptkb:AWS_SageMaker
gptkb:SageMaker
gptkbp:bfsLayer 6