Contenuto del centro conoscenze contrassegnato con ML Ops con Amazon SageMaker e Kubernetes

Kubernetes is an open source system used to automate the deployment, scaling, and management of containerized applications. Kubeflow Pipelines is a workflow manager that offers an interface to manage and schedule machine learning (ML) workflows on a Kubernetes cluster. Using open source tools offers flexibility and standardization, but requires time and effort to set up infrastructure, provision notebook environments for data scientists, and stay up-to-date with the latest deep learning framework versions.

Lingua dei contenuti: Italiano