Amazon Sage Maker Studio Model Registry
GPTKB entity
Statements (68)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Apache_Hive
|
| gptkbp:allows |
model customization
model documentation model registration model rollback model approval process |
| gptkbp:enables |
model testing
model sharing collaboration among data scientists model governance batch inference model retraining model deployment automation model performance tuning |
| gptkbp:facilitates |
model evaluation
experiment tracking model lifecycle management model collaboration |
| https://www.w3.org/2000/01/rdf-schema#label |
Amazon Sage Maker Studio Model Registry
|
| gptkbp:integrates_with |
gptkb:Amazon_Sage_Maker_Pipelines
|
| gptkbp:is_accessible_by |
gptkb:AWS_Management_Console
|
| gptkbp:is_compatible_with |
gptkb:Jupyter_notebooks
AWS services Docker containers Python libraries machine learning frameworks |
| gptkbp:is_integrated_with |
gptkb:Amazon_Cloud_Watch
gptkb:Amazon_S3 gptkb:AWS_Lambda gptkb:AWS_IAM |
| gptkbp:is_part_of |
gptkb:Data_Analytics
data-driven decision making cloud computing solutions machine learning workflow AI/ ML ecosystem |
| gptkbp:is_used_by |
data scientists
|
| gptkbp:is_used_for |
data analysis
model optimization |
| gptkbp:is_used_in |
production environments
|
| gptkbp:is_utilized_by |
machine learning engineers
|
| gptkbp:is_utilized_for |
predictive analytics
|
| gptkbp:is_utilized_in |
business intelligence
AI applications |
| gptkbp:offers |
model metadata storage
|
| gptkbp:part_of |
gptkb:Sage
|
| gptkbp:provides |
API access
model evaluation metrics model versioning model performance tracking model artifact management model deployment logs model deployment templates model lineage tracking |
| gptkbp:provides_access_to |
model artifacts
|
| gptkbp:supports |
data preprocessing
data visualization model deployment data versioning model monitoring real-time inference automated model deployment multi-model endpoints custom model deployment model explainability A/ B testing model auditing |
| gptkbp:bfsParent |
gptkb:Amazon_Web_Services_AI
|
| gptkbp:bfsLayer |
5
|