Deploy code and models

In this section, learn how to deploy code and models into production environments that respond to changing compliance requirements and support best practices.

Compliance foundations

Set up infrastructure for compliance:

• Governance
• Landing Zone
• Setup Subscription
• Setup Management Group

Manage compliance

• Azure Policy
• Regulatory Compliance
• Security Center

Day 2 Operations

• Log Analytics for Compliance

Deploy containers

• Create local registry
• Deploy source code to image without a Dockerfile
• Deploy the application using a Docker image in a local registry

Deploy container to Azure

• Create Azure container registry (CLI) [Azure]
• Deploy container to App Services [Azure]
• Setup AKS using ARM Templates
• Setup AKS using Terraform

Deploy container to OpenShift

• Deploy the application using a GitHub repo with sources and a Dockerfile to OpenShift

Deploy models

• Deploying Machine Learning Models [KD Nuggets]