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      • Blogs
      17 posts
    DevOps for LUIS - Part 4
    • Feb 7, 2021
    • 9 minutes read
    In this series of blog posts, we create a CI/CD pipeline in Azure DevOps for a LUIS language model. In the pipeline, we will subject the model to various types of tests, after which we will ‘build’ and deploy it to an Azure environment. In this last blog post of the series we will deploy the LUIS language model to an Azure environment. ......
    DevOps for LUIS - Part 3
    • Jan 14, 2021
    • 17 minutes read
    In this series of blog posts, we create a CI/CD pipeline in Azure DevOps for a LUIS language model. In the pipeline, we will subject the model to various types of tests, after which we will ‘build’ and deploy it to an Azure environment. In the last two blog posts of this series we will finally take a detailed look at the pipeline. In this post we will cover the first two stages of the pipeline namely the Pull Request and Build stage. The emphasis in these stages is on testing and evaluating the model. The last blog post will cover deploying the model to an Azure environment. ......
    DevOps for LUIS - Part 2
    • Dec 30, 2020
    • 10 minutes read
    In this series of blog posts, we will create a pipeline in Azure DevOps for a LUIS language model. In the pipeline, we will subject the model to various types of tests, after which we will ‘build’ and deploy it to an Azure environment. In this post we will look at the Azure resources and solution files we will be using in the pipeline. We will also briefly cover some Azure DevOps pipelines basics. ......