MLOps Automation With SageMaker Projects
Create end-to-end ML solutions with CI/CD by using SageMaker projects.
Use SageMaker projects to create a MLOps solution to orchestrate and manage:
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Building custom images for processing, training, and inference
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Data preparation and feature engineering
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Training models
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Evaluating models
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Deploying models
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Monitoring and updating models
Topics
- What is a SageMaker Project?
- Granting SageMaker Studio Permissions Required to Use Projects
- Create a MLOps Project using Amazon SageMaker Studio or Studio Classic
- MLOps Project Templates
- View Project Resources
- Update a MLOps Project in Amazon SageMaker Studio or Studio Classic
- Delete a MLOps Project using Amazon SageMaker Studio or Studio Classic
- Walk Through a SageMaker MLOps Project Using Third-party Git Repos
