SageMaker Studio Model Monitor
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning tool
|
| gptkbp:announced |
2019
|
| gptkbp:category |
gptkb:MLOps
machine learning operations |
| gptkbp:cloudBased |
gptkb:AWS
|
| gptkbp:developedBy |
gptkb:Amazon
|
| gptkbp:documentation |
https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html
|
| gptkbp:feature |
data quality monitoring
bias detection custom monitoring model quality monitoring feature drift detection |
| https://www.w3.org/2000/01/rdf-schema#label |
SageMaker Studio Model Monitor
|
| gptkbp:integration |
gptkb:Amazon_S3
gptkb:SageMaker_Studio gptkb:Amazon_CloudWatch SageMaker endpoints |
| gptkbp:partOf |
gptkb:Amazon_SageMaker
|
| gptkbp:purpose |
monitor machine learning models
|
| gptkbp:supports |
real-time monitoring
batch monitoring |
| gptkbp:usedFor |
detecting data drift
alerting on model issues automated monitoring jobs detecting model drift |
| gptkbp:bfsParent |
gptkb:SageMaker
|
| gptkbp:bfsLayer |
6
|