MLOps feature dive: CI/CD with GitHub Actions

From the creator

In this video, you'll learn how you can use Azure Event Grid, Azure Machine Learning and Github Actions to create a continuous integration and continuous deployment workflow. You'll see how to automate the model training and model deployment process end to end. Jump To: [00:45] Intro [01:09] Demo - Continuous integration steps [04:43] Demo - Continuous deployment steps [08:15] Demo- Test the endpoint For More Info: MLOps: Model management, deployment, and monitoring with Azure Machine Learning https://aka.ms/ModelManagement Consume Azure Learning Events (preview) https://aka.ms/ConsumeAMLEvents Git Integration https://aka.ms/GitIntegration The AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show: https://aka.ms/aishowsubscribe Create a Free account (Azure): https://aka.ms/aishow-seth-azurefree Deep Learning vs. Machine Learning: https://aka.ms/AIShow/DLvML Get Started with Machine Learning: https://aka.ms/AIShow/StartML Follow: https://twitter.com/sethjuarez Follow: https://twitter.com/ch9 Follow: https://twitter.com/Azure Follow: https://twitter.com/msdev

Published 2020-03-24 · Watch on YouTube ↗
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