# AWS

> AWS - Integrate DataRobot with Amazon Web Services.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-04-24T16:03:56.546656+00:00` (UTC).

## Primary page

- [AWS](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/index.html): Full documentation for this topic (HTML).

## Sections on this page

- [Lambda](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/index.html#lambda): In-page section heading.
- [SageMaker](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/index.html#sagemaker): In-page section heading.

## Related documentation

- [Classic UI documentation](https://docs.datarobot.com/en/docs/classic-ui/index.html): Linked from this page.
- [Integrations](https://docs.datarobot.com/en/docs/classic-ui/integrations/index.html): Linked from this page.
- [Import data from AWS S3](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/import-from-aws-s3.html): Linked from this page.
- [Deploy models on EKS](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/deploy-dr-models-on-aws.html): Linked from this page.
- [Path-based routing to PPS on AWS](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/path-based-routing-to-pps-on-aws.html): Linked from this page.
- [Score Snowflake data on AWS EMR Spark](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/score-snowflake-aws-emr-spark.html): Linked from this page.
- [Ingest data with AWS Athena](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/ingest-athena.html): Linked from this page.
- [AWS Lambda reporting to MLOps](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/lambda/aws-lambda-reporting-to-mlops.html): Linked from this page.
- [Use DataRobot Prime models with AWS Lambda](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/lambda/prime-lambda.html): Linked from this page.
- [Use Scoring Code with AWS Lambda](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/lambda/sc-lambda.html): Linked from this page.
- [Deploy models on Sagemaker](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/sagemaker/sagemaker-deploy.html): Linked from this page.
- [Use Scoring Code with AWS SageMaker](https://docs.datarobot.com/en/docs/classic-ui/integrations/aws/sagemaker/sc-sagemaker.html): Linked from this page.

## Documentation content

# AWS

The sections described below provide techniques for integrating Amazon Web Services with DataRobot.

| Topic | Description |
| --- | --- |
| Import data from AWS S3 | Importing data from AWS S3 to AI Catalog and creating an ML project. |
| Deploy models on EKS | Deploying and monitor DataRobot models on AWS Elastic Kubernetes Service (EKS) clusters. |
| Path-based routing to PPS on AWS | Using a single IP address for all Portable Prediction Servers through path-based routing. |
| Score Snowflake data on AWS EMR Spark | Scoring Snowflake data via DataRobot models on AWS Elastic Map Reduce (EMR) Spark. |
| Ingest data with AWS Athena | Ingesting AWS Athena and Parquet data for machine learning. |

## Lambda

| Topic | Description |
| --- | --- |
| AWS Lambda reporting to MLOps | AWS Lambda serverless reporting of actuals to DataRobot MLOps. |
| Use DataRobot Prime models with AWS Lambda | Using DataRobot Prime* models with AWS Lambda. |
| Use Scoring Code with AWS Lambda | Making predictions using Scoring Code deployed on AWS Lambda. |

* The ability to create new DataRobot Prime models has been removed from the application. This does not affect existing Prime models or deployments.

## SageMaker

| Topic | Description |
| --- | --- |
| Deploy models on Sagemaker | Deploying on SageMaker and monitoring with MLOps agents. |
| Use Scoring Code with AWS SageMaker | Making predictions using Scoring Code deployed on AWS SageMaker. |