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

Question

The [official Pipelines notebook][1] 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][2] I see CICD capacities mentioned, where are those? any demos?

[1]: https://github.com/aws/amazon-sagemaker-examples/blob/master/sagemaker-pipelines/sagemaker-pipelines-preprocess-train-evaluate-batch-transform.ipynb
  [2]: https://www.youtube.com/watch?v=Hvz2GGU3Z8g

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.

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

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