SageMaker
  • 11 May 2022
  • 1 Minute to read
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SageMaker

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Overview

Module Details

Restart Required? No 
Steps Exposed?Yes
Step Location Integration > AWS > SageMaker
Settings Location System > Settings > Amazon Webservices Settings
Prerequisites

The AWS SageMaker steps provide a way to integrate with AWS SageMaker. These steps can be found under Integration > Amazon AWS > SageMaker


Get Predictions for CSVFile

The Get Predictions for CSVFile step will send model data to SageMaker which will return predications for each line in the file.

InputDescription
CSVFileThe CSV file that will be used to provide data for the prediction
Optional SettingsInputs to specify different settings that were defined under Amazon Webservice Setting
Sagemaker SettingsThe endpoint name, region name, and endpoint URL for SageMaker will be used by the service call.

Get Predictions for CSVText

The Get Predictions for CSVText step will send model data to SageMaker which will return a prediction.

InputDescription
Csv ContentsThe contents of a CSV file will be used to provide prediction data for a model. 
Optional SettingsInputs to specify different settings that were defined under Amazon Webservice Setting
Sagemaker SettingsThe endpoint name, region name, and endpoint URL for SageMaker will be used by the service call.

Get Predictions for JSON

The Get Predictions for JSON step will send model data to SageMaker which will return predictions for each item.

InputDescription
Object To SerializeA JSON object used to provide the prediction data for a model
Optional SettingsInputs to specify different settings that were defined under Amazon Webservice Setting
Sagemaker SettingsThe endpoint name, region name, and endpoint URL for SageMaker will be used by the service call.



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