Learn more about Kubeflow: https://ubuntu.com/ai/what-is-kubeflow

KALE allows you to annotate your Jupiter notebooks on Kubeflow and magically compile and run Kubeflow Pipelines. In this demo, Aymen Frikha from Canonical shows how to deploy and run Kubeflow alongside ElasticSearch and Ceph, and how to quickly run a pipeline directly from a Jupyter notebook, using KALE (Kubeflow Automated pipeLines Engine).

Check out the blog post for more details: https://ubuntu.com/blog/kubeflow-kale