Integrate SageMaker Data Wrangler into your MLOps workflows

Get Started

1. Setup an Amazon SageMaker Studio domain.

2. Log-on to Amazon SageMaker Studio. Open a terminal from File menu > New > Terminal

   

3. Clone this repository

git clone https://github.com/aws-samples/sm-data-wrangler-mlops-workflows.git data-wrangler-pipelines

4. Open the 00_setup_data_wrangler.ipynb file and follow instructions in the notebook

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Setup end-to-end MLOps Pipelines

• Setup Amazon SageMaker Data Wrangler with SageMaker Pipelines
• Setup Amazon SageMaker Data Wrangler with AWS Step Functions
• Setup Amazon SageMaker Data Wrangler with Amazon Managed Workflow for Apache Airflow

Security

See CONTRIBUTING for more information.

License

This library is licensed under the MIT-0 License. See the LICENSE file.