MLflow with Azure Machine Learning

We'll walk through the concepts and features of MLflow support in Azure Machine Learning. We'll be showing a few examples on how to manage your machine learning assets using MLflow in variety of workflows including GitHub Actions. 

 Jump To: 

  • [01:00] What is Mlflow?
  • [02:16] Why MLflow is useful
  • [03:35] Intro to using AzureML and MLflow together
  • [05:20] Demo - How to start tracking with MLflow in AzureML
  • [08:00] Demo – Using MLflow Projects with AzureML
  • [10:33] Why use MLflow and AzureML together
  • [16:23] Walk through CI/CD example with MLflow, AzureML and GitHub Actions

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