Episode

MLOps feature dive: CI/CD with GitHub Actions

AI Show

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
• Consume Azure Learning Events (preview)
• Git Integration

The AI Show's Favorite links:

• Don't miss new episodes, subscribe to the AI Show  
• Create a Free account (Azure) 
• Deep Learning vs. Machine Learning   
• Get Started with Machine Learning

 

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
• Consume Azure Learning Events (preview)
• Git Integration

The AI Show's Favorite links:

• Don't miss new episodes, subscribe to the AI Show  
• Create a Free account (Azure) 
• Deep Learning vs. Machine Learning   
• Get Started with Machine Learning

 

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