aws lookoutequipment
Amazon Lookout for Equipment is a machine learning service that uses advanced analytics to identify anomalies in machines from sensor data for use in predictive maintenance. AWS CLI reference
49 commands Its page in the AWS CLI reference
Commands
create-datasetCreates a container for a collection of data being ingested for analysis.create-inference-schedulerCreates a scheduled inference.create-labelCreates a label for an event.create-label-groupCreates a group of labels.create-modelCreates a machine learning model for data inference.create-retraining-schedulerCreates a retraining scheduler on the specified model.delete-datasetDeletes a dataset and associated artifacts.delete-inference-schedulerDeletes an inference scheduler that has been set up.delete-labelDeletes a label.delete-label-groupDeletes a group of labels.delete-modelDeletes a machine learning model currently available for Amazon Lookout for Equipment.delete-resource-policyDeletes the resource policy attached to the resource.delete-retraining-schedulerDeletes a retraining scheduler from a model.describe-data-ingestion-jobProvides information on a specific data ingestion job such as creation time, dataset ARN, and status.describe-datasetProvides a JSON description of the data in each time series dataset, including names, column names, and data types.describe-inference-schedulerSpecifies information about the inference scheduler being used, including name, model, status, and associated metadatadescribe-labelReturns the name of the label.describe-label-groupReturns information about the label group.describe-modelProvides a JSON containing the overall information about a specific machine learning model, including model name and ARN, dataset, training and evaluation information, status, and so on.describe-model-versionRetrieves information about a specific machine learning model version.describe-resource-policyProvides the details of a resource policy attached to a resource.describe-retraining-schedulerProvides a description of the retraining scheduler, including information such as the model name and retraining parameters.import-datasetImports a dataset.import-model-versionImports a model that has been trained successfully.list-data-ingestion-jobsProvides a list of all data ingestion jobs, including dataset name and ARN, S3 location of the input data, status, and so on.list-datasetsLists all datasets currently available in your account, filtering on the dataset name.list-inference-eventsLists all inference events that have been found for the specified inference scheduler.list-inference-executionsLists all inference executions that have been performed by the specified inference scheduler.list-inference-schedulersRetrieves a list of all inference schedulers currently available for your account.list-label-groupsReturns a list of the label groups.list-labelsProvides a list of labels.list-model-versionsGenerates a list of all model versions for a given model, including the model version, model version ARN, and status.list-modelsGenerates a list of all models in the account, including model name and ARN, dataset, and status.list-retraining-schedulersLists all retraining schedulers in your account, filtering by model name prefix and status.list-sensor-statisticsLists statistics about the data collected for each of the sensors that have been successfully ingested in the particular dataset.list-tags-for-resourceLists all the tags for a specified resource, including key and value.put-resource-policyCreates a resource control policy for a given resource.start-data-ingestion-jobStarts a data ingestion job.start-inference-schedulerStarts an inference scheduler.start-retraining-schedulerStarts a retraining scheduler.stop-inference-schedulerStops an inference scheduler.stop-retraining-schedulerStops a retraining scheduler.tag-resourceAssociates a given tag to a resource in your account.untag-resourceRemoves a specific tag from a given resource.update-active-model-versionSets the active model version for a given machine learning model.update-inference-schedulerUpdates an inference scheduler.update-label-groupUpdates the label group.update-modelUpdates a model in the account.update-retraining-schedulerUpdates a retraining scheduler.