Azure MLOps Batch Scoring

Features

• Uses Development Containers to control local development environment and dependencies
• Uses Terraform to control infrastructure as code
• Uses Azure DevOps to build, test and deploy code
• Uses Azure Machine Learning to train, package, validate and deploy models

Getting Started

Run the terraform scripts to setup the azure infrastructure

cd src/terraform
az login
# target the appropriate subscription with `az account set`
terraform plan
terraform apply -auto-approve

Copy the data files to azure blob storage

cd src/scripts
./copy-data.sh