Microsoft Azure Machine Learning is a cloud-based platform for building and operating machine learning solutions in Azure. — Create an Azure Machine Learning workspace To use Azure Machine Learning, you create a workspace in your Microsoft Azure subscription. Within Azure ML you can manage data, compute resources, code, models, and other artifacts related to your machine learning workloads. After completing your activities, be sure to follow the cleaning instructions to stop computing resources.