BigQuery ML components

BigQuery ML components orchestrate tasks associated with BigQuery ML operations. See BigQuery ML documentation.

BigQuery ML operators

The Cloud de Confiance by S3NS SDK includes the following operators related to BigQuery ML resources:

• BigqueryCreateModelJobOp
• BigqueryDetectAnomaliesModelJobOp
• BigqueryDropModelJobOp
• BigqueryEvaluateModelJobOp
• BigqueryExplainForecastModelJobOp
• BigqueryExplainPredictModelJobOp
• BigqueryExportModelJobOp
• BigqueryForecastModelJobOp
• BigqueryMLAdvancedWeightsJobOp
• BigqueryMLArimaCoefficientsJobOp
• BigqueryMLArimaEvaluateJobOp
• BigqueryMLCentroidsJobOp
• BigqueryMLConfusionMatrixJobOp
• BigqueryMLFeatureImportanceJobOp
• BigqueryMLFeatureInfoJobOp
• BigqueryMLGlobalExplainJobOp
• BigqueryMLPrincipalComponentInfoJobOp
• BigqueryMLPrincipalComponentsJobOp
• BigqueryMLRecommendJobOp
• BigqueryMLReconstructionLossJobOp
• BigqueryMLRocCurveJobOp
• BigqueryMLTrainingInfoJobOp
• BigqueryMLTrialInfoJobOp
• BigqueryMLWeightsJobOp
• BigqueryPredictModelJobOp
• BigqueryQueryJobOp

API reference

• For component reference, see the Cloud de Confiance by S3NS SDK reference for BigQuery ML components.

• BigQuery ML API reference

Tutorial

• Get started with BigQuery ML pipeline components
• Train and evaluate a demand forecasting model

Version history and release notes

To learn more about the version history and changes to the Cloud de Confiance by S3NS Pipeline Components SDK, see the Cloud de Confiance by S3NS Pipeline Components SDK Release Notes.

Technical support contacts

If you have any questions, reach out to bqml-feedback@google.com.