# mlops-pipeline-demo-multiple-options
In this tutorial, we create a machine learning pipeline with Step Functions Data Science SDK.
The workflow in our Step Funcitons is as below:
Workflow for a machine learning pipeline with AWS Step Functions Data Science SDK