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What is the difference between SageMaker Pipelines and SageMaker Step Function SDK?

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What is the difference between SageMaker Pipelines and SageMaker Step Function SDK?

The official Pipelines notebook is basically only doing a workflow - pretty much a copy cat of what step functions has been doing for years. In the nice video from Julien Simon I see CICD capacities mentioned, where are those? any demos?

2 Answers
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Accepted Answer

Hey, that demo is missing the project part of Pipelines and therefore the SM provided project templates. Go to SM studio and on the Studio summary hit edit settings and then enable access and provisioning of Service Catalog Portfolio of products in SM Studio. Then check your service catalog portfolios. Haven't tried it out yet though.

answered 2 years ago
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both StepFunctions and SageMaker pipeline can be used to build a pipeline for ML. In the end, we need a SageMaker DAG StepFunction can integrate with different services, and good when one already used it. SageMaker pipeline is natively integrated with SageMaker system.

This is my example using both to build a ML Pipeline GitHub

answered a month ago

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