# sagemaker ## Description Provides APIs for creating and managing SageMaker resources. Other Resources: * [SageMaker Developer Guide](https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.html#first-time-user) * [Amazon Augmented AI Runtime API Reference](https://docs.aws.amazon.com/augmented-ai/2019-11-07/APIReference/Welcome.html) ## Available Commands * [add-association](add-association.md) * [add-tags](add-tags.md) * [associate-trial-component](associate-trial-component.md) * [attach-cluster-node-network-interface](attach-cluster-node-network-interface.md) * [attach-cluster-node-volume](attach-cluster-node-volume.md) * [batch-add-cluster-nodes](batch-add-cluster-nodes.md) * [batch-delete-cluster-nodes](batch-delete-cluster-nodes.md) * [batch-describe-model-package](batch-describe-model-package.md) * [batch-reboot-cluster-nodes](batch-reboot-cluster-nodes.md) * [batch-replace-cluster-nodes](batch-replace-cluster-nodes.md) * [create-action](create-action.md) * [create-ai-benchmark-job](create-ai-benchmark-job.md) * [create-ai-recommendation-job](create-ai-recommendation-job.md) * [create-ai-workload-config](create-ai-workload-config.md) * [create-algorithm](create-algorithm.md) * [create-app](create-app.md) * [create-app-image-config](create-app-image-config.md) * [create-artifact](create-artifact.md) * [create-auto-ml-job](create-auto-ml-job.md) * [create-auto-ml-job-v2](create-auto-ml-job-v2.md) * [create-cluster](create-cluster.md) * [create-cluster-scheduler-config](create-cluster-scheduler-config.md) * [create-code-repository](create-code-repository.md) * [create-compilation-job](create-compilation-job.md) * [create-compute-quota](create-compute-quota.md) * [create-context](create-context.md) * [create-data-quality-job-definition](create-data-quality-job-definition.md) * [create-device-fleet](create-device-fleet.md) * [create-domain](create-domain.md) * [create-edge-deployment-plan](create-edge-deployment-plan.md) * [create-edge-deployment-stage](create-edge-deployment-stage.md) * [create-edge-packaging-job](create-edge-packaging-job.md) * [create-endpoint](create-endpoint.md) * [create-endpoint-config](create-endpoint-config.md) * [create-experiment](create-experiment.md) * [create-feature-group](create-feature-group.md) * [create-flow-definition](create-flow-definition.md) * [create-hub](create-hub.md) * [create-hub-content-presigned-urls](create-hub-content-presigned-urls.md) * [create-hub-content-reference](create-hub-content-reference.md) * [create-human-task-ui](create-human-task-ui.md) * [create-hyper-parameter-tuning-job](create-hyper-parameter-tuning-job.md) * [create-image](create-image.md) * [create-image-version](create-image-version.md) * [create-inference-component](create-inference-component.md) * [create-inference-experiment](create-inference-experiment.md) * [create-inference-recommendations-job](create-inference-recommendations-job.md) * [create-job](create-job.md) * [create-labeling-job](create-labeling-job.md) * [create-mlflow-app](create-mlflow-app.md) * [create-mlflow-tracking-server](create-mlflow-tracking-server.md) * [create-model](create-model.md) * [create-model-bias-job-definition](create-model-bias-job-definition.md) * [create-model-card](create-model-card.md) * [create-model-card-export-job](create-model-card-export-job.md) * [create-model-explainability-job-definition](create-model-explainability-job-definition.md) * [create-model-package](create-model-package.md) * [create-model-package-group](create-model-package-group.md) * [create-model-quality-job-definition](create-model-quality-job-definition.md) * [create-monitoring-schedule](create-monitoring-schedule.md) * [create-notebook-instance](create-notebook-instance.md) * [create-notebook-instance-lifecycle-config](create-notebook-instance-lifecycle-config.md) * [create-optimization-job](create-optimization-job.md) * [create-partner-app](create-partner-app.md) * [create-partner-app-presigned-url](create-partner-app-presigned-url.md) * [create-pipeline](create-pipeline.md) * [create-presigned-domain-url](create-presigned-domain-url.md) * [create-presigned-mlflow-app-url](create-presigned-mlflow-app-url.md) * [create-presigned-mlflow-tracking-server-url](create-presigned-mlflow-tracking-server-url.md) * [create-presigned-notebook-instance-url](create-presigned-notebook-instance-url.md) * [create-processing-job](create-processing-job.md) * [create-project](create-project.md) * [create-space](create-space.md) * [create-studio-lifecycle-config](create-studio-lifecycle-config.md) * [create-training-job](create-training-job.md) * [create-training-plan](create-training-plan.md) * [create-training-session](create-training-session.md) * [create-transform-job](create-transform-job.md) * [create-trial](create-trial.md) * [create-trial-component](create-trial-component.md) * [create-user-profile](create-user-profile.md) * [create-workforce](create-workforce.md) * [create-workteam](create-workteam.md) * [delete-action](delete-action.md) * [delete-ai-benchmark-job](delete-ai-benchmark-job.md) * [delete-ai-recommendation-job](delete-ai-recommendation-job.md) * [delete-ai-workload-config](delete-ai-workload-config.md) * [delete-algorithm](delete-algorithm.md) * [delete-app](delete-app.md) * [delete-app-image-config](delete-app-image-config.md) * [delete-artifact](delete-artifact.md) * [delete-association](delete-association.md) * [delete-cluster](delete-cluster.md) * [delete-cluster-scheduler-config](delete-cluster-scheduler-config.md) * [delete-code-repository](delete-code-repository.md) * [delete-compilation-job](delete-compilation-job.md) * [delete-compute-quota](delete-compute-quota.md) * [delete-context](delete-context.md) * [delete-data-quality-job-definition](delete-data-quality-job-definition.md) * [delete-device-fleet](delete-device-fleet.md) * [delete-domain](delete-domain.md) * [delete-edge-deployment-plan](delete-edge-deployment-plan.md) * [delete-edge-deployment-stage](delete-edge-deployment-stage.md) * [delete-endpoint](delete-endpoint.md) * [delete-endpoint-config](delete-endpoint-config.md) * [delete-experiment](delete-experiment.md) * [delete-feature-group](delete-feature-group.md) * [delete-flow-definition](delete-flow-definition.md) * [delete-hub](delete-hub.md) * [delete-hub-content](delete-hub-content.md) * [delete-hub-content-reference](delete-hub-content-reference.md) * [delete-human-task-ui](delete-human-task-ui.md) * [delete-hyper-parameter-tuning-job](delete-hyper-parameter-tuning-job.md) * [delete-image](delete-image.md) * [delete-image-version](delete-image-version.md) * [delete-inference-component](delete-inference-component.md) * [delete-inference-experiment](delete-inference-experiment.md) * [delete-job](delete-job.md) * [delete-mlflow-app](delete-mlflow-app.md) * [delete-mlflow-tracking-server](delete-mlflow-tracking-server.md) * [delete-model](delete-model.md) * [delete-model-bias-job-definition](delete-model-bias-job-definition.md) * [delete-model-card](delete-model-card.md) * [delete-model-explainability-job-definition](delete-model-explainability-job-definition.md) * [delete-model-package](delete-model-package.md) * [delete-model-package-group](delete-model-package-group.md) * [delete-model-package-group-policy](delete-model-package-group-policy.md) * [delete-model-quality-job-definition](delete-model-quality-job-definition.md) * [delete-monitoring-schedule](delete-monitoring-schedule.md) * [delete-notebook-instance](delete-notebook-instance.md) * [delete-notebook-instance-lifecycle-config](delete-notebook-instance-lifecycle-config.md) * [delete-optimization-job](delete-optimization-job.md) * [delete-partner-app](delete-partner-app.md) * [delete-pipeline](delete-pipeline.md) * [delete-processing-job](delete-processing-job.md) * [delete-project](delete-project.md) * [delete-space](delete-space.md) * [delete-studio-lifecycle-config](delete-studio-lifecycle-config.md) * [delete-tags](delete-tags.md) * [delete-training-job](delete-training-job.md) * [delete-training-session](delete-training-session.md) * [delete-trial](delete-trial.md) * [delete-trial-component](delete-trial-component.md) * [delete-user-profile](delete-user-profile.md) * [delete-workforce](delete-workforce.md) * [delete-workteam](delete-workteam.md) * [deregister-devices](deregister-devices.md) * [describe-action](describe-action.md) * [describe-ai-benchmark-job](describe-ai-benchmark-job.md) * [describe-ai-recommendation-job](describe-ai-recommendation-job.md) * [describe-ai-workload-config](describe-ai-workload-config.md) * [describe-algorithm](describe-algorithm.md) * [describe-app](describe-app.md) * [describe-app-image-config](describe-app-image-config.md) * [describe-artifact](describe-artifact.md) * [describe-auto-ml-job](describe-auto-ml-job.md) * [describe-auto-ml-job-v2](describe-auto-ml-job-v2.md) * [describe-cluster](describe-cluster.md) * [describe-cluster-event](describe-cluster-event.md) * [describe-cluster-node](describe-cluster-node.md) * [describe-cluster-scheduler-config](describe-cluster-scheduler-config.md) * [describe-code-repository](describe-code-repository.md) * [describe-compilation-job](describe-compilation-job.md) * [describe-compute-quota](describe-compute-quota.md) * [describe-context](describe-context.md) * [describe-data-quality-job-definition](describe-data-quality-job-definition.md) * [describe-device](describe-device.md) * [describe-device-fleet](describe-device-fleet.md) * [describe-domain](describe-domain.md) * [describe-edge-deployment-plan](describe-edge-deployment-plan.md) * [describe-edge-packaging-job](describe-edge-packaging-job.md) * [describe-endpoint](describe-endpoint.md) * [describe-endpoint-config](describe-endpoint-config.md) * [describe-experiment](describe-experiment.md) * [describe-feature-group](describe-feature-group.md) * [describe-feature-metadata](describe-feature-metadata.md) * [describe-flow-definition](describe-flow-definition.md) * [describe-hub](describe-hub.md) * [describe-hub-content](describe-hub-content.md) * [describe-human-task-ui](describe-human-task-ui.md) * [describe-hyper-parameter-tuning-job](describe-hyper-parameter-tuning-job.md) * [describe-image](describe-image.md) * [describe-image-version](describe-image-version.md) * [describe-inference-component](describe-inference-component.md) * [describe-inference-experiment](describe-inference-experiment.md) * [describe-inference-recommendations-job](describe-inference-recommendations-job.md) * [describe-job](describe-job.md) * [describe-job-schema-version](describe-job-schema-version.md) * [describe-labeling-job](describe-labeling-job.md) * [describe-lineage-group](describe-lineage-group.md) * [describe-mlflow-app](describe-mlflow-app.md) * [describe-mlflow-tracking-server](describe-mlflow-tracking-server.md) * [describe-model](describe-model.md) * [describe-model-bias-job-definition](describe-model-bias-job-definition.md) * [describe-model-card](describe-model-card.md) * [describe-model-card-export-job](describe-model-card-export-job.md) * [describe-model-explainability-job-definition](describe-model-explainability-job-definition.md) * [describe-model-package](describe-model-package.md) * [describe-model-package-group](describe-model-package-group.md) * [describe-model-quality-job-definition](describe-model-quality-job-definition.md) * [describe-monitoring-schedule](describe-monitoring-schedule.md) * [describe-notebook-instance](describe-notebook-instance.md) * [describe-notebook-instance-lifecycle-config](describe-notebook-instance-lifecycle-config.md) * [describe-optimization-job](describe-optimization-job.md) * [describe-partner-app](describe-partner-app.md) * [describe-pipeline](describe-pipeline.md) * [describe-pipeline-definition-for-execution](describe-pipeline-definition-for-execution.md) * [describe-pipeline-execution](describe-pipeline-execution.md) * [describe-processing-job](describe-processing-job.md) * [describe-project](describe-project.md) * [describe-reserved-capacity](describe-reserved-capacity.md) * [describe-space](describe-space.md) * [describe-studio-lifecycle-config](describe-studio-lifecycle-config.md) * [describe-subscribed-workteam](describe-subscribed-workteam.md) * [describe-training-job](describe-training-job.md) * [describe-training-plan](describe-training-plan.md) * [describe-training-plan-extension-history](describe-training-plan-extension-history.md) * [describe-training-session](describe-training-session.md) * [describe-transform-job](describe-transform-job.md) * [describe-trial](describe-trial.md) * [describe-trial-component](describe-trial-component.md) * [describe-user-profile](describe-user-profile.md) * [describe-workforce](describe-workforce.md) * [describe-workteam](describe-workteam.md) * [detach-cluster-node-volume](detach-cluster-node-volume.md) * [disable-sagemaker-servicecatalog-portfolio](disable-sagemaker-servicecatalog-portfolio.md) * [disassociate-trial-component](disassociate-trial-component.md) * [enable-sagemaker-servicecatalog-portfolio](enable-sagemaker-servicecatalog-portfolio.md) * [extend-training-plan](extend-training-plan.md) * [get-device-fleet-report](get-device-fleet-report.md) * [get-lineage-group-policy](get-lineage-group-policy.md) * [get-model-package-group-policy](get-model-package-group-policy.md) * [get-sagemaker-servicecatalog-portfolio-status](get-sagemaker-servicecatalog-portfolio-status.md) * [get-scaling-configuration-recommendation](get-scaling-configuration-recommendation.md) * [get-search-suggestions](get-search-suggestions.md) * [import-hub-content](import-hub-content.md) * [list-actions](list-actions.md) * [list-ai-benchmark-jobs](list-ai-benchmark-jobs.md) * [list-ai-recommendation-jobs](list-ai-recommendation-jobs.md) * [list-ai-workload-configs](list-ai-workload-configs.md) * [list-algorithms](list-algorithms.md) * [list-aliases](list-aliases.md) * [list-app-image-configs](list-app-image-configs.md) * [list-apps](list-apps.md) * [list-artifacts](list-artifacts.md) * [list-associations](list-associations.md) * [list-auto-ml-jobs](list-auto-ml-jobs.md) * [list-candidates-for-auto-ml-job](list-candidates-for-auto-ml-job.md) * [list-cluster-events](list-cluster-events.md) * [list-cluster-nodes](list-cluster-nodes.md) * [list-cluster-scheduler-configs](list-cluster-scheduler-configs.md) * [list-clusters](list-clusters.md) * [list-code-repositories](list-code-repositories.md) * [list-compilation-jobs](list-compilation-jobs.md) * [list-compute-quotas](list-compute-quotas.md) * [list-contexts](list-contexts.md) * [list-data-quality-job-definitions](list-data-quality-job-definitions.md) * [list-device-fleets](list-device-fleets.md) * [list-devices](list-devices.md) * [list-domains](list-domains.md) * [list-edge-deployment-plans](list-edge-deployment-plans.md) * [list-edge-packaging-jobs](list-edge-packaging-jobs.md) * [list-endpoint-configs](list-endpoint-configs.md) * [list-endpoints](list-endpoints.md) * [list-experiments](list-experiments.md) * [list-feature-groups](list-feature-groups.md) * [list-flow-definitions](list-flow-definitions.md) * [list-hub-content-versions](list-hub-content-versions.md) * [list-hub-contents](list-hub-contents.md) * [list-hubs](list-hubs.md) * [list-human-task-uis](list-human-task-uis.md) * [list-hyper-parameter-tuning-jobs](list-hyper-parameter-tuning-jobs.md) * [list-image-versions](list-image-versions.md) * [list-images](list-images.md) * [list-inference-components](list-inference-components.md) * [list-inference-experiments](list-inference-experiments.md) * [list-inference-recommendations-job-steps](list-inference-recommendations-job-steps.md) * [list-inference-recommendations-jobs](list-inference-recommendations-jobs.md) * [list-job-schema-versions](list-job-schema-versions.md) * [list-jobs](list-jobs.md) * [list-labeling-jobs](list-labeling-jobs.md) * [list-labeling-jobs-for-workteam](list-labeling-jobs-for-workteam.md) * [list-lineage-groups](list-lineage-groups.md) * [list-mlflow-apps](list-mlflow-apps.md) * [list-mlflow-tracking-servers](list-mlflow-tracking-servers.md) * [list-model-bias-job-definitions](list-model-bias-job-definitions.md) * [list-model-card-export-jobs](list-model-card-export-jobs.md) * [list-model-card-versions](list-model-card-versions.md) * [list-model-cards](list-model-cards.md) * [list-model-explainability-job-definitions](list-model-explainability-job-definitions.md) * [list-model-metadata](list-model-metadata.md) * [list-model-package-groups](list-model-package-groups.md) * [list-model-packages](list-model-packages.md) * [list-model-quality-job-definitions](list-model-quality-job-definitions.md) * [list-models](list-models.md) * [list-monitoring-alert-history](list-monitoring-alert-history.md) * [list-monitoring-alerts](list-monitoring-alerts.md) * [list-monitoring-executions](list-monitoring-executions.md) * [list-monitoring-schedules](list-monitoring-schedules.md) * [list-notebook-instance-lifecycle-configs](list-notebook-instance-lifecycle-configs.md) * [list-notebook-instances](list-notebook-instances.md) * [list-optimization-jobs](list-optimization-jobs.md) * [list-partner-apps](list-partner-apps.md) * [list-pipeline-execution-steps](list-pipeline-execution-steps.md) * [list-pipeline-executions](list-pipeline-executions.md) * [list-pipeline-parameters-for-execution](list-pipeline-parameters-for-execution.md) * [list-pipeline-versions](list-pipeline-versions.md) * [list-pipelines](list-pipelines.md) * [list-processing-jobs](list-processing-jobs.md) * [list-projects](list-projects.md) * [list-resource-catalogs](list-resource-catalogs.md) * [list-spaces](list-spaces.md) * [list-stage-devices](list-stage-devices.md) * [list-studio-lifecycle-configs](list-studio-lifecycle-configs.md) * [list-subscribed-workteams](list-subscribed-workteams.md) * [list-tags](list-tags.md) * [list-training-jobs](list-training-jobs.md) * [list-training-jobs-for-hyper-parameter-tuning-job](list-training-jobs-for-hyper-parameter-tuning-job.md) * [list-training-plans](list-training-plans.md) * [list-training-sessions](list-training-sessions.md) * [list-transform-jobs](list-transform-jobs.md) * [list-trial-components](list-trial-components.md) * [list-trials](list-trials.md) * [list-ultra-servers-by-reserved-capacity](list-ultra-servers-by-reserved-capacity.md) * [list-user-profiles](list-user-profiles.md) * [list-workforces](list-workforces.md) * [list-workteams](list-workteams.md) * [put-model-package-group-policy](put-model-package-group-policy.md) * [query-lineage](query-lineage.md) * [register-devices](register-devices.md) * [render-ui-template](render-ui-template.md) * [retry-pipeline-execution](retry-pipeline-execution.md) * [search](search.md) * [search-training-plan-offerings](search-training-plan-offerings.md) * [send-pipeline-execution-step-failure](send-pipeline-execution-step-failure.md) * [send-pipeline-execution-step-success](send-pipeline-execution-step-success.md) * [start-cluster-health-check](start-cluster-health-check.md) * [start-edge-deployment-stage](start-edge-deployment-stage.md) * [start-inference-experiment](start-inference-experiment.md) * [start-mlflow-tracking-server](start-mlflow-tracking-server.md) * [start-monitoring-schedule](start-monitoring-schedule.md) * [start-notebook-instance](start-notebook-instance.md) * [start-pipeline-execution](start-pipeline-execution.md) * [start-session](start-session.md) * [stop-ai-benchmark-job](stop-ai-benchmark-job.md) * [stop-ai-recommendation-job](stop-ai-recommendation-job.md) * [stop-auto-ml-job](stop-auto-ml-job.md) * [stop-compilation-job](stop-compilation-job.md) * [stop-edge-deployment-stage](stop-edge-deployment-stage.md) * [stop-edge-packaging-job](stop-edge-packaging-job.md) * [stop-hyper-parameter-tuning-job](stop-hyper-parameter-tuning-job.md) * [stop-inference-experiment](stop-inference-experiment.md) * [stop-inference-recommendations-job](stop-inference-recommendations-job.md) * [stop-job](stop-job.md) * [stop-labeling-job](stop-labeling-job.md) * [stop-mlflow-tracking-server](stop-mlflow-tracking-server.md) * [stop-monitoring-schedule](stop-monitoring-schedule.md) * [stop-notebook-instance](stop-notebook-instance.md) * [stop-optimization-job](stop-optimization-job.md) * [stop-pipeline-execution](stop-pipeline-execution.md) * [stop-processing-job](stop-processing-job.md) * [stop-training-job](stop-training-job.md) * [stop-training-session](stop-training-session.md) * [stop-transform-job](stop-transform-job.md) * [update-action](update-action.md) * [update-app-image-config](update-app-image-config.md) * [update-artifact](update-artifact.md) * [update-cluster](update-cluster.md) * [update-cluster-scheduler-config](update-cluster-scheduler-config.md) * [update-cluster-software](update-cluster-software.md) * [update-code-repository](update-code-repository.md) * [update-compute-quota](update-compute-quota.md) * [update-context](update-context.md) * [update-device-fleet](update-device-fleet.md) * [update-devices](update-devices.md) * [update-domain](update-domain.md) * [update-endpoint](update-endpoint.md) * [update-endpoint-weights-and-capacities](update-endpoint-weights-and-capacities.md) * [update-experiment](update-experiment.md) * [update-feature-group](update-feature-group.md) * [update-feature-metadata](update-feature-metadata.md) * [update-hub](update-hub.md) * [update-hub-content](update-hub-content.md) * [update-hub-content-reference](update-hub-content-reference.md) * [update-image](update-image.md) * [update-image-version](update-image-version.md) * [update-inference-component](update-inference-component.md) * [update-inference-component-runtime-config](update-inference-component-runtime-config.md) * [update-inference-experiment](update-inference-experiment.md) * [update-mlflow-app](update-mlflow-app.md) * [update-mlflow-tracking-server](update-mlflow-tracking-server.md) * [update-model-card](update-model-card.md) * [update-model-package](update-model-package.md) * [update-monitoring-alert](update-monitoring-alert.md) * [update-monitoring-schedule](update-monitoring-schedule.md) * [update-notebook-instance](update-notebook-instance.md) * [update-notebook-instance-lifecycle-config](update-notebook-instance-lifecycle-config.md) * [update-partner-app](update-partner-app.md) * [update-pipeline](update-pipeline.md) * [update-pipeline-execution](update-pipeline-execution.md) * [update-pipeline-version](update-pipeline-version.md) * [update-project](update-project.md) * [update-space](update-space.md) * [update-training-job](update-training-job.md) * [update-trial](update-trial.md) * [update-trial-component](update-trial-component.md) * [update-user-profile](update-user-profile.md) * [update-workforce](update-workforce.md) * [update-workteam](update-workteam.md) * [wait](wait/index.md)