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17min chapter
MLOps Coffee Sessions #1: Serving Models with Kubeflow
MLOps.community
Building and Serving Models with Kubeflow
This chapter explores the process of serving models with Kubeflow, covering topics such as creating a custom model service class, handling user requests, loading models from S3, and preparing models for deployment. It discusses setting up a model serving process, containerizing the process with Docker, handling errors, and deploying the model as a service using KF Server. The speaker emphasizes the importance of details in the deployment process and provides insights into scaling, building, and debugging for a seamless model serving experience.
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