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

7 min read

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: Terraforming your JAMstack on Azure with Gatsby, Azure Pipelines, and Git 

10 min read

This article will show how to build a blog (or any other static content) using a very popular JAMstack (GatsbyJS, GraphQL, Markdown) and host it on static website hosting for Azure Storage, which provides a cost effective and scalable solution for hosting static content and JavaScript code. We will demonstrate how to optimize the website…Read more

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Tutorial: Immutable infrastructure for Azure, using VSTS, Terraform, Packer and Ansible 

8 min read

This is part 2 of a 2-part series on CI/CD for “infrastructure as code” on Azure. In part 1, we covered a basic pipeline building application and provisioning infrastructure codified as Terraform templates and Ansible playbooks. While it demonstrated how infrastructure is treated as a code – stored, versioned, and audited – there is still…Read more

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

6 min read

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

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

2 min read

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

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