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MLOps Week 5: Exploring the MLOps Ecosystem with Chaoyu Yang

MLOps Weekly Podcast

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BentoML: A Platform for Machine Learning Model Serving and Deployment

BentoML is an open source project that focuses on machine learning model serving and deployment. The goal for Bento is really to provide this standard and shared language between data science team and engineers who's running machine learning workloads in production. We also build tools on top of Bento, such as deploying Bento directly to Kubernetes cluster at scale or get Bento directly deployed to some of the cloud services like AWS Lambda or SageMaker.

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