Properties (67)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Cloud_Computing_Service
|
| gptkbp:allows |
custom metrics tracking
versioning of models |
| gptkbp:enables |
model optimization
comparison of model performance tracking of metrics experiment reproducibility |
| gptkbp:facilitates |
reproducibility of experiments
|
| gptkbp:hasAccessTo |
gptkb:AWS_CLI
|
| https://www.w3.org/2000/01/rdf-schema#label |
AWS SageMaker Experiments
|
| gptkbp:integratesWith |
AWS SageMaker
|
| gptkbp:integration |
CI/CD pipelines
third-party tools |
| gptkbp:isAccessibleBy |
REST_API
|
| gptkbp:isAvailableIn |
enterprise users
multiple_AWS_regions |
| gptkbp:isCompatibleWith |
Docker containers
Jupyter notebooks Python SDK |
| gptkbp:isCounteredBy |
gptkb:Amazon_CloudWatch
gptkb:AWS_Management_Console AWS_SDKs |
| gptkbp:isDocumentedIn |
AWS documentation
AWS_whitepapers |
| gptkbp:isIntegratedWith |
gptkb:AWS_Glue
|
| gptkbp:isOptimizedFor |
large-scale experiments
|
| gptkbp:isPartOf |
data science projects
machine learning workflow AWS SageMaker suite AI development lifecycle cloud-based machine learning solutions AWS_ecosystem |
| gptkbp:isSuitableFor |
large datasets
|
| gptkbp:isSupportedBy |
AWS_support_team
|
| gptkbp:isUsedBy |
data scientists
|
| gptkbp:isUsedFor |
gptkb:AWS_Lambda
data preprocessing model evaluation various data sources model deployment model training hyperparameter optimization track training jobs manage experiment metadata track model performance over time |
| gptkbp:isUtilizedFor |
machine learning engineers
|
| gptkbp:offers |
API for programmatic access
|
| gptkbp:provides |
user-friendly interface
visualization tools collaborative features experiment tracking experiment lineage tracking experiment metrics experiment summaries experiment comparison features experiment results analysis |
| gptkbp:security |
gptkb:AWS_IAM
|
| gptkbp:supports |
collaboration among teams
hyperparameter tuning data versioning distributed training real-time inference experiment sharing multiple experiment runs experiment tagging experiment documentation |
| gptkbp:uses |
metadata for experiments
|