This repository contains hands-on challenges for end-to-end machine learning operations (MLOps) with Azure Machine Learning.
To complete these exercises, you’ll need a Microsoft Azure subscription. If your instructor has not provided you with one, you can sign up for a free trial at https://azure.microsoft.com.
|Convert a notebook to production code||0: Convert a notebook to production code|
|Use an Azure Machine Learning job for automation||1: Create an Azure Machine Learning job|
|Trigger Azure Machine Learning jobs with GitHub Actions||2: Trigger the Azure Machine Learning job with GitHub Actions|
|Trigger GitHub Actions with feature-based development||3: Trigger GitHub Actions with feature-based development|
|Work with linting and unit testing in GitHub Actions||4: Work with linting and unit testing|
|Work with environments in GitHub Actions||5: Work with environments|
|Deploy a model with GitHub Actions||6: Deploy and test the model|