RMLops: A simple R example for Azure Pipelines
This is the Github repository associated with this Azure Pipelines project: https://dev.azure.com/davidsmi0786/davidsmiRtest. It is intended as a simple example of using R with Azure Pipelines to use a CI/CD process to trigger training of a predictive model.
You will need an Azure Subscription to replicate these examples. For new subscribers, use this link for an Azure Account that includes $200 of Azure services.
Slides from the presentation A DevOps process for deploying R to production are available. Presented at the useR!2019 conference in Toulouse, July 12 2019. A video recording of this presentation is available.
Integrating the Data Science and App Development Cycles (Medium), Francesca Lazzeri, Microsoft.
Train and deploy machine learning models with Azure Pipelines (Microsoft Docs).
Azure Machine Learning Service (Microsoft Docs).