Skip to content
Microsoft Open Source Blog

Posts

Simple steps to create scalable processes to deploy ML models as microservices 

This post was co-authored by Alejandro Saucedo, Director of Machine Learning Engineering at Seldon Technologies. About the co-author: Alejandro leads teams of machine learning engineers focused on the scalability and extensibility of machine learning deployment and monitoring products with over five million installations. Alejandro is also the Chief Scientist at the Institute for Ethical AI...Read more

Tutorial: CI/CD for Azure using Terraform, Ansible and VSTS 

This is part 1 of a 2-part series demonstrating how to continuously build and deploy Azure infrastructure for the applications running on Azure. The first article will show how open source tools, such as Terraform and Ansible, can be leveraged to implement Infrastructure as Code. The second article in the series will enhance the infrastructure...Read more

How to create a custom VSTS agent on Azure ACI with Terraform 

Open source tools, like Terraform and Ansible, can be leveraged to implement “infrastructure as code,” making it easier to continuously build and deploy cloud infrastructure across your applications. Visual Studio Team Services (VSTS) provides automated pipelines to build, test, and deploy your code to any platform. It uses agents to perform build and release tasks....Read more