Building a Machine Learning Pipeline with Kubeflow | Full Walk-through

In this walk-through I will show you how I've created a machine learning pipeline with Kubeflow 1.5 using Juypter Notebooks, Kubeflow pipelines, MinIO and Kserve. I've used the MNIST handwritten digits dataset. Find the code here: github.com/flo...

[@ZhufengZhao]

Super-good tutorial about building a pipeline with Kubeflow! A lot of hands-on details step by step. You really rock, Flo! Many thanks!

[@myaseena]

Really comprehensive intro to all the important components. I have actually used KFP only with GCP, it was nice to see "under the hood" stuff. Subbed for more +1

[@SwikarP]

Very well explained everything looks so much easy now..thanks awesome

[@prajeshsanghvi57]

Hello Flo Pachinger, Thank you very much for this wonderful tutorial. But this would only help if people are actually able to successfully deploy and use Kubeflow. All the stable versions are blocked behind a pay wall, and the community version is not stable. I request you to please upload a comprehensive tutorial of how you got Kubeflow installed and working so seamlessly. Believe me it is really needed by the community. Thank you very much in advance.

[@1qzxctech]

i will record and upload if this comment gets 10+ likes

[@datasciencepassions4522]

Thank you so much for this amazing tutorial! God Bless You!

[@tsungtao-lee]

very appreciate, gread job. thanks for the sharing. wait for more update in future.

[@peterho4057]

Excellent tutorial. Good job and thanks a lot for this!

[@ASHU4926]

Very nice explanation of all elements of kubeflow.
It would be great if you could also demonstrate integration of all elements with user hosted minio in upcoming series

[@tunahanertekin7531]

Thanks for the clear tutorial! ♥

[@MrArtpoet]

Great demo, thanks for sharing your notebooks!

[@TonyF-g2i]

Great video! helped me out

[@nirmesh44]

I can't thank you enough. Such a nice tutorial. Can you make one on a huggingface llm instead of tensoprflow oe. keeping rest of architecture same.

[@LuvisJoston]

hey bro how to install kubeflow on mac

[@박준영-w8q]

Perfect tutorial!!!!

[@BoomTechnology]

I will follow you brother nice content

[@eashwarinfosys9856]

Can you please describe on how to deploy and handle with kubeflow for building and managing a Gen AI LLM chat agent application using RAG.

[@brunobento2940]

Very good tutorial, thanks!!

[@shwetabhat9981]

Amazing content sir . Greatly helps ! :)

[@paulaortegariera8530]

Hi, how are you? i wanted to ask if i can run k3ai from kubeflow in mac os x

[@yesidlopezs]

Such a great video!
how did you run kubeflow locally on Mac?

[@jaynouoliverbeck6181]

spent 2 days on the first 2 minutes trying to setup the kubeflow and k8s, now I am just pulling off a docker image of kubeflow

[@meshthinker]

Hi This is really a very good tutorial. I am having issues connecting with minio. Earlier it was giving me httpconnection error which I resolved and now It is giving me access denied error. Can you please let me know how to resolve it.

[@khatuntsovmikhail6223]

How to permanently port forward an app in kubeflow?

[@warb1979]

Great video! One question, for the web app which service/pod are you port forwarding to so that the web app can reach the KServer inference instance?

[@flawedthoughts3910]

When using Kubeflow is it better to use MinIO than s3?

[@hopnguyen3177]

hello bro, how to install kubeflow on ubuntu??

[@technologywithflo]

Go with MicroK8s + JuJu: charmed-kubeflow.io/docs/quickstart

[@jimsitu5511]

Do you know why my run fails in the "Get data batch" step? I have apply the "set-minio-kserve-secret.yaml" and "access_kfp_from_jupyter_notebook.yaml"

[@axdorphcoder]

Hi! The access_kfp_from_jupyter_notebook.yaml in the readme is 404