Skip to content

revodavid/RMLops

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 

Build Status

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.

Presentations

Slides from the presentation A DevOps process for deploying R to production are available. Presented at the EARL 2019 conference in London, September 11 2019.

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.

Resources

Integrating the Data Science and App Development Cycles (Medium), Francesca Lazzeri, Microsoft.

MLOps: Manage, deploy, and monitor models with Azure Machine Learning Service (Microsoft Docs).

Train and deploy machine learning models with Azure Pipelines (Microsoft Docs).

Azure Machine Learning Service (Microsoft Docs).

About

MLOps with R and Azure Pipelines

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published