Introduction

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

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 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 inferencing.

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.