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mlops_azure's Introduction

This repository provides a reference implementation of a production-ready MLOps solution on Azure ML.

To deploy the code in Azure DevOps please follow these steps:

Create service principal
Set up Azure DevOps project
Create Service Connection
Set up Source repository
Set up and run prod environement pipeline (/mlops/devops-pipelines/cli-ado-deploy-infra.yml)
Set up and run training pipeline (/mlops/devops-pipelines/deploy-model-training-pipeline.yml)

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