CI/CD Pipelines for Data Processing Applications on Azure Part 1: Container Instances

A Step-by Step Guide to Deploying Docker Containers with GitHub Actions

Introduction

Manually creating and deploying resources to Azure and other cloud providers is relatively easy and may, in some case, be enough. However, more often than not, deployed resources will need to change over time, which in turn requires a lot of extra work maintaining and redeploying resources. In order to automate these tasks, developers and data professionals can instead use …

azure ci-cd-pipeline data science docker github-actions