Train and deploy a machine learning model with Azure Machine Learning (DP-3007)

Categories: Microsoft
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What Will You Learn?

  • Upon successful completion of this course, students will master essential skills to:
  • Make data available in Azure Machine Learning.
  • Work with compute targets in Azure Machine Learning.
  • Run a training script as a command job in Azure Machine Learning.
  • Track model training with MLflow in jobs.
  • Register an MLflow model in Azure Machine Learning.
  • Deploy a model to a managed online endpoint.
  • Training Prerequisites
  • To maximize the benefits of this course, participants should have familiarity with the data science process. While the course doesn't delve deeply into data science concepts, a basic understanding is recommended. Additionally, familiarity with Python is essential, as the course focuses on utilizing the Python SDK for interacting with Azure Machine Learning.