Kubeflow: Cloud Native ML Toolbox

Do you know what is Kubeflow capable of doing? In this video you will learn about the components included in Kubeflow, a cloud native ML toolbox. You will also see how Kubeflow pipelines can help in creating end-to-end machine learning pipelines that can operate at scale. ? Kubeflow docs: https://www.kubeflow.org/ ? Notebook Pipeline: https://github.com/learnk8s/kubeflow-pipelines-demo ? Sample Pipelines: https://github.com/CloudXLR8R/kubeflow-sample-pipelines ? Deploying Kubeflow: https://www.linode.com/docs/guides/how-to-deploy-kubeflow-on-linode-kubernetes-engine/ ? MiniKF: https://www.kubeflow.org/docs/started/workstation/getting-started-minikf/ Thanks to Daniele Polencic (https://twitter.com/danielepolencic) for his help on the video ? My Twitter: https://twitter.com/SoulmanIqbal 00:00 Kubeflow Intro 00:58 ML Challenges 01:50 Containers 02:18 Kubernetes 03:06 Kubeflow Components 06:03 Demo 06:37 Notebooks 07:00 Pipelines 08:32 Model Serving 10:45 Hyperparameter Tuning 11:18 Recap

Видео Kubeflow: Cloud Native ML Toolbox автора Молодежный Python-портал