AWS re:Invent 2021 - Implementing MLOps practices with Amazon SageMaker, featuring Vanguard

Implementing MLOps practices helps data scientists and operations engineers collaborate to prepare, build, train, deploy, and manage models at scale. During this session, explore the breadth of MLOps features in Amazon SageMaker that help you provision consistent model development environments, automate ML workflows, implement CI/CD pipelines for ML, monitor models in production, and standardize model governance capabilities. Then, hear from Vanguard as they share their journey enabling MLOps to achieve ML at scale for their polyglot model development platforms using Amazon SageMaker features, including SageMaker projects, SageMaker Pipelines, SageMaker Model Registry, and SageMaker Model Monitor.

Learn more about re:Invent 2021 at https://bit.ly/3IvOLtK

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Видео AWS re:Invent 2021 - Implementing MLOps practices with Amazon SageMaker, featuring Vanguard канала AWS Events