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azureml-pipeline-demo

Example Azure ML pipeline batch flow.

This code will not run out-of-the-box. You need to change the workspace and datastore config first probably.

This repo is to support a Medium article.

Get started

Make sure you have a virtual environment installed and activated. Then simply,

pip install -r requirements.txt

To upload data,

python src/my_awesome_project/azureml/register_dataframe_as_dataset.py

To define and trigger a pipeline,

python src/my_awesome_project/azureml/create_and_trigger_pipeline.py