Codelabs, Workshops, and Tutorials
Agile Stacks Kubeflow Pipelines tutorials
Run Kubeflow Pipelines tutorials on AWS, GCP, or on-prem hardware using Agile Stacks. Pipeline templates provide step-by-step examples for working with object storage filesystem, Kaniko, Keras, and Seldon.
Google codelabs
Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.
-
Introduction to Kubeflow on GKE: Run MNIST with Kubeflow on Google Kubernetes Engine (GKE).
-
Kubeflow End to End - GitHub Issue Summarization: Run GitHub Issue Summarization with Kubeflow on GKE.
-
Kubeflow Pipelines - GitHub Issue Summarization: Run GitHub Issue Summarization with Kubeflow Pipelines on GKE.
-
From Notebook to Kubeflow Pipelines with MiniKF and Kale: Run an end-to-end ML workflow all the way from a Notebook to a reproducible multi-step pipeline with Kale on MiniKF.
Katacoda scenarios
Follow the Katacoda tutorials to deploy Kubeflow and run a machine learning model.
- Deploying GitHub Issue Summarization with Kubeflow.
- Deploying Kubeflow.
- Deploying Kubeflow with ksonnet.
- Deploying Pytorch with Kubeflow.
OpenShift Kubeflow workshops
Run Kubeflow on Red Hat OpenShift.
Feedback
Was this page helpful?
Glad to hear it! Please tell us how we can improve.
Sorry to hear that. Please tell us how we can improve.