AWS¶

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

Topic	Describes...
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	Describes...
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.

Topic	Describes...
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.