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Azure Machine Learning

End-to-end ML on Microsoft Azure cloud platform.

Course Duration: 10 hours​

What You'll Learn​

  • Azure ML Studio
  • Compute resources
  • AutoML
  • Designer (no-code)
  • Model deployment
  • MLOps on Azure

Prerequisites​

  • ML fundamentals
  • Azure basics

Course Modules​

  1. Azure ML Overview
  2. Azure ML Studio Setup
  3. Compute Resources
  4. Datasets and Datastores
  5. AutoML
  6. Designer (Visual ML)
  7. Custom Training with SDK
  8. Model Registration
  9. Endpoints and Deployment
  10. Pipelines
  11. MLOps with Azure DevOps
  12. Responsible AI Dashboard

Azure Services Covered​

  • Azure ML Studio
  • Azure Compute
  • Azure Blob Storage
  • Azure Container Registry
  • Azure DevOps