scikit-learn model deployment on Azure ML

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This notebook uses ElasticNet models trained on the diabetes dataset described in Track scikit-learn model training with MLflow. The notebook shows how to:

  • Select a model to deploy using the MLflow experiment UI
  • Deploy the model to Azure ML using the MLflow API
  • Query the deployed model
  • Repeat the deployment and query process for another model
  • Delete the deployment using the MLflow API

MLflow scikit-learn model deployment on Azure notebook

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