# 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:
<div align="center"><img width=300 src="images/mlworkflow.png"><figcaption>Workflow for a machine learning pipeline with AWS Step Functions Data Science SDK</figcaption></div>

## Resources
- Lambda function
- Glue
- SageMaker