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Batch transform for inference with Amazon SageM...
Use a batch transform job to get inferences for an entire dataset, when you don't need a persistent endpoint, or to preprocess datasets to remove noise or bias.docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.htmlSat Apr 25 02:08:11 GMT 2026 6K bytes -
Model Registration Deployment with Model Regist...
With the Amazon SageMaker Model Registry you can catalog models for production, manage model versions, associate metadata, and manage the approval status of a modeldocs.aws.amazon.com/sagemaker/latest/dg/model-registry.htmlSat Apr 25 02:08:10 GMT 2026 3.4K bytes -
Deploy models with Amazon SageMaker Serverless ...
Deploy and scale ML models without configuring or managing any of the underlying infrastructure with Amazon SageMaker Serverless Inference.docs.aws.amazon.com/sagemaker/latest/dg/serverless-endpoints.htmlSat Apr 25 02:08:28 GMT 2026 7.2K bytes -
Amazon SageMaker Canvas - Amazon SageMaker AI
Learn about Amazon SageMaker Canvas, a service that you can use to get machine learning predictions and build models without using any code.docs.aws.amazon.com/sagemaker/latest/dg/canvas.htmlSat Apr 25 02:08:44 GMT 2026 4.5K bytes -
Amazon SageMaker HyperPod - Amazon SageMaker AI
SageMaker HyperPod is a capability of SageMaker AI that provides an always-on machine learning environment on resilient clusters. You can use these clusters to run any machine learning workloads for developing state-of-the-art machine learning models such as large language models (LLMs) and diffusion models.docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-hyperpod.htmlSat Apr 25 02:08:33 GMT 2026 4.9K bytes -
Amazon SageMaker Studio - Amazon SageMaker AI
Learn about Amazon SageMaker Studio, the latest web-based experience for running ML workflows with Amazon SageMaker AI.docs.aws.amazon.com/sagemaker/latest/dg/studio-updated.htmlSat Apr 25 02:08:12 GMT 2026 4.2K bytes -
security-iam-awsmanpol.md
AWS managed policies for Amazon SageMaker AI <a name="security-iam-awsmanpol"></a> To add permissions to users, groups, and roles, it is easier to use AWS managed policies than to write policies yo...docs.aws.amazon.com/sagemaker/latest/dg/security-iam-awsmanpol.mdSat Apr 25 02:08:32 GMT 2026 6.8K bytes -
Use an Interactive Data Preparation Widget in a...
Use the Data Wrangler data preparation widget within an Amazon SageMaker Studio Classic to get actionable insights and fix data quality issues.docs.aws.amazon.com/sagemaker/latest/dg/data-wrangler-interactively-prepare-data-notebook.htmlSat Apr 25 02:08:30 GMT 2026 7.2K bytes -
SageMaker Notebook Jobs - Amazon SageMaker AI
Learn about notebook-based noninteractive workflows.docs.aws.amazon.com/sagemaker/latest/dg/notebook-auto-run.htmlSat Apr 25 02:08:55 GMT 2026 4.1K bytes -
AWS Managed Policies for SageMaker Pipelines - ...
Learn about AWS managed policies for SageMaker Pipelines and recent changes to those policies.docs.aws.amazon.com/sagemaker/latest/dg/security-iam-awsmanpol-pipelines.htmlSat Apr 25 02:08:10 GMT 2026 4.8K bytes