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Applying DevOps principles on Azure Machine Learning - Mohammed Osman


How can you take a machine learning experiment from a regular Jupyter notebook to a full-blown solution that applies DevOps principles using Azure? In this session, you'll learn how to take your Jupyter notebooks, refactor them to work with Azure ML. Deploy them using Azure DevOps, monitor them using Application Insights, and scale them using AKS! If you are a data scientist/DevOps engineer wondering how to productionalize your nice notebooks, this session is yours!