5 - Batch training and batch inference

Compute cluster plus a batch endpoint and deployment with a scheduled scoring job.

Scoring runs as a scheduled batch job (a nightly workflow) instead of a real-time endpoint.

Use it

New-MLOpsInputFile -Scenario batch-scoring -Path inputs.yaml -Iac terraform -Cicd github

See the cost estimates and the prerequisites.

Microsoft documentation

• https://learn.microsoft.com/azure/machine-learning/concept-endpoints-batch