Tutorials

Docs, kubeflow

MLOps Pipelines with MLFlow, Seldon Core and Kubeflow

Learn how to set up an automated MLOps deployment pipeline with Charmed Kubeflow, MLFLow and Seldon Core

Difficulty:4 out of 5
Kubeflow

Visual workflow design with Charmed Kubeflow and Elyra

Visual workflow design with Charmed Kubeflow and Elyra

Difficulty:2 out of 5
Docs, kubeflow

Authentication with OIDC and Keycloak

Learn how to set up Charmed Kubeflow authentication with OpenID Connect and Keycloak

Difficulty:3 out of 5
Kubeflow

How to deploy Charmed Kubeflow on MicroK8s behind a web proxy

Learn how to deploy Charmed Kubeflow from behind a web proxy

Difficulty:2 out of 5
Docs, kubeflow

Using VSCode on Charmed Kubeflow

Using VScode on Charmed Kubeflow

Difficulty:1 out of 5
Cloud, containers

Accelerated ML experiments on MicroK8s with InAccel FPGA Operator and Kubeflow Katib

In this tutorial, you will learn how to integrate FPGAs with Kubernetes and accelerate the hyperparameter tuning of your ML models.

Difficulty:2 out of 5
Docs, kubeflow

Set up remote access

Learn an approach to setting up remote access to your Charmed Kubeflow deployment