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!HOWTO - Quickstart: DataOps with Azure Datafactory ESML templates

Prerequisites

HOWTO - install AzureML SDK v1+v2 and ESML accelerator library

HOWTO - Supported use cases & Accelerated use cases

Context and pipeline outputs: MLOps in relation to DataOps

1) Import Datafactory templates & Run manually

! TODO: jostrm TBA !

Output:

  • 3 Azure Data factory pipelines for: Training, Inference, Data refinement
  • 2 Azure Data factoru pipelines for DataMes: Shareback data, Shareforward data

2) Setup DATAMESH triggers, in Datafactory (via EventGrid)

! TODO: jostrm TBA !