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
Granting SageMaker Studio Permissions Required to Use Projects
Create a MLOps Project using Amazon SageMaker Studio or Studio Classic
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 AI MLOps Project Using Third-party Git Repos
