# Automated Machine Learning Deployment on AWS Using Amazon SageMaker AI and Amazon EKS

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Text version: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks.md
Podcast: [The Business Compass LLC Podcasts](https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188)
Published: 2026-07-22T04:33:44+00:00
Episode link: https://podcast.businesscompassllc.com/e/automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks/
Audio file: https://mcdn.podbean.com/mf/web/9mv2mk3ysrvjqhzi/ccf016d7-3d35-469f-8887-d0f24a40facd.mp3
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Duration seconds: 1731

## Resource

If you’ve ever spent weeks manually moving a machine learning model from a notebook into production, you already know how painful that process can be. Things break, environments don’t match, and scaling becomes a full-time job on its own.

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## Transcript

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