Azure Machine Learning announcements - Oct 2021 generally available capabilities

Managed identities enable enterprise users to configure Azure Machine Learning workspaces in trustworthy manner, so that workspace users have correct level of access to data and other associated resources.

Dataset uploads reduces your overhead by simplifying the process of adding a dataset to an Azure Machine Learning solution.

Parallel Run Step will help you save time in scenarios where you want to train a personalized model for enhanced accuracy.

Managing environments through the SDK/CLI can be challenging. Now you can create environments and edit your configuration files directly from the Studio UI.

For more information visit:

• Use Managed identities with Azure Machine

• Identity-based data access to storage services on Azure

• Create Azure Machine Learning datasets
• ParallelRunStep Class
• Many Models Solution Accelerator
• Manage environments in Azure Machine Learning studio