{"podcast":{"title":"The Business Compass LLC Podcasts","slug":"the-business-compass-llc-podcasts-7078188","podcast_index_feed_id":7078188,"rss_url":"https://feed.podbean.com/businesscompassllc/feed.xml","website_url":"https://podcast.businesscompassllc.com","image_url":"https://pbcdn1.podbean.com/imglogo/image-logo/19468382/image_without_alpha.jpg","author":"Business Compass LLC","episode_count":100,"summary":"Business Compass LLC is a cloud system integrator. The podcasts are audios of technical articles.","last_synced_at":"2026-07-29T14:17:02.016953+00:00","page_url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188"},"episode":{"title":"Automated Machine Learning Deployment on AWS Using Amazon SageMaker AI and Amazon EKS","slug":"automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks","published_at":"2026-07-22T04:33:44+00:00","page_url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks","show_page_url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188","url":"https://podcast.businesscompassllc.com/e/automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks/","audio_url":"https://mcdn.podbean.com/mf/web/9mv2mk3ysrvjqhzi/ccf016d7-3d35-469f-8887-d0f24a40facd.mp3","summary":"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.","meta_description":"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. Thi…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1731,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/automated-machine-learning-deployment-on-aws-using-amazon-sagemaker-ai-and-amazon-eks.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}