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  2. ›Microsoft Azure
  3. ›Azure Machine Learning

Azure Machine Learning

Use an enterprise-grade service for the end-to-end machine learning lifecycle.

AI & machine learning•Official page ↗

What's new 4

1–4 of 4

  1. Public Preview: Deployment Templates support packaging deployment configurations in registries for curated deployment

    Deployment templates in Azure Machine Learning add public preview support for deploying from registries, expanding the set of model registries that customers can use as the source for a templated deployment.

    Azure Machine Learning•Preview•Jun 2, 2026

  2. Public Preview: CLI and SDK support for Deployment Templates

    Deployment templates in Azure Machine Learning add CLI and SDK support in public preview, so platform teams can create, update, delete, and manage templates from infrastructure-as-code pipelines instead of only the portal.

    Azure Machine Learning•Preview•Jun 2, 2026

  3. Retirement: Prompt Flow in Azure ML and Foundry

    Prompt Flow will be retired from Microsoft Foundry and Azure Machine Learning on April 20, 2027 and replaced by a single, modern orchestration platform: Microsoft Agent Framework.

    Azure Machine Learning•Deprecation•Apr 27, 2026

  4. Retirement: External Data Import & Data Connections in Azure Machine Learning will be retired on September 30, 2026

    Import data from external sources (Preview) – S3, Snowflake, Azure SQL Db along with external Data Connections (Preview) in Azure Machine Learning are being deprecated. These features will no longer be available after September 30, 2026. What this means for you:

    Azure Machine Learning•Deprecation•Mar 31, 2026