An Introduction to Kubeflow, the MLOps Platform on Kubernetes
Автор: CNCF Ambassadors and Meetups
Загружено: 2023-10-02
Просмотров: 3240
Описание:
Kubeflow is an open source, community-driven project for deploying and managing a cloud native machine learning stack on Kubernetes. Kubeflow has been around since 2017 and was recently accepted into CNCF as an Incubating project. At Melio AI, we have been deploying and supporting Kubeflow for the past 3 years. It's our go-to stack for customers that want to run machine learning workloads in a private cloud or an on-premise set up.
This talk will start with a brief introduction to Kubeflow's various components. Then Harry will showcase how an end-to-end machine learning project can be developed and deployed using Kubeflow.
[Technicality rating: 3/4] (Familiarity with some Machine Learning and Kubernetes concepts)
Event link: https://www.meetup.com/cloud-native-c...
CNCF community link: https://community.cncf.io/events/deta...
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