Ravi Sir's Cards › AWS
SageMaker vs Bedrock
What is a VPC: your own private network inside one AWS Region, example ThreeTierVpc 10.0.0.0/16.
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What this card says
Why do we need it?
Teams ask for “AI on AWS” without knowing if they train or just call a model.
What is it?
SageMaker: you train/customize on your labelled data. Bedrock: call managed foundation models via API without training the base model.
How to do it
Fraud score on your rows → SageMaker. Chat/summarise with Claude/Llama-class models → Bedrock.
Example
Many apps use both: Bedrock for text, SageMaker for a custom classifier.