AZURE-ML-EDI

Azure end-to-end ML platform.

Definition

Azure ML exposes Managed Online Endpoints (real-time) and Batch Endpoints. AzureML SDK v2 (June 2022) based on YAML CLI. Compute targets: Compute Instance, Compute Cluster, AKS, Azure Synapse Spark. Integrations with Azure Databricks, Azure Synapse Analytics, Microsoft Fabric (2024).

Origin

Launched by Microsoft 2014 (Azure ML Studio classic) ; v2 SDK June 2022 ; Fabric integration 2024.

Example in context

A bank uses Azure ML to train a credit scoring model on 100M rows with an autoscaling Compute Cluster.

Related terms

• SageMaker — AWS competitor.