Azure Machine Learning is a platform for operating machine learning workloads in the cloud.

Azure Machine Learning

Built on the Microsoft Azure cloud platform, Azure Machine Learning enables you to manage:

  • Scalable on-demand compute for machine learning workloads.
  • Data storage and connectivity to ingest data from a wide range of sources.
  • Machine learning workflow orchestration to automate model training, deployment, and management processes.
  • Model registration and management, so you can track multiple versions of models and the data on which they were trained.
  • Metrics and monitoring for training experiments, datasets, and published services.
  • Model deployment for real-time and batch inferences.

Learning objectives

In this module, you will learn how to:

  • Provision an Azure Machine Learning workspace.
  • Use tools and interfaces to work with Azure Machine Learning.
  • Run code-based experiments in an Azure Machine Learning workspace.