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When you pay

What is a VPC: your own private network inside one AWS Region, example ThreeTierVpc 10.0.0.0/16.

When you pay: SageMaker real-time endpoint vs SageMaker batch transform
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What this card says

When you pay

SageMaker real-time endpoint

Bills while the endpoint stays InService.

SageMaker batch transform

Pays for the transform job duration only.

Key points

Live low-latency scores.

Offline scoring of large files.

Example

HTTPS predict API for an app.

Use when

Always-on inference.

Finite batch jobs.

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