KubeCon + CloudNativeCon Amsterdam | March 30 – April 2 | Don’t Miss Out | Learn more

« All Webinars


CNCF Member Webinar – From Notebook to Kubeflow Pipelines with MiniKF & Kale

@ 9:00 - 10:00 AM PT (UTC-8)
Presented by Arrikto
Register Now

Kubeflow is the de facto standard for running Machine Learning workflows on Kubernetes. Jupyter Notebook is a very popular tool that data scientists use every day to write their ML code, experiment, and visualize the results. However, when it comes to converting a Notebook to a Kubeflow Pipeline, data scientists struggle a lot. It is a very challenging, time-consuming task, and most of the time it needs the cooperation of several different subject-matter experts: Data Scientist, Machine Learning Engineer, Data Engineer.

This webinar will guide you through a seamless workflow that enables data scientists to deploy a Jupyter Notebook as a Kubeflow pipeline with the click of a button. Moreover, we will showcase how a data scientist can reproduce a step of the pipeline run, debug it, and then re-run the pipeline without having to write a single line of code. We will focus on two essential aspects:

-Low barrier to entry: convert a Jupyter Notebook to a multi-step Kubeflow pipeline in the Cloud using only the GUI.
-Reproducibility: automatic data versioning to enable reproducibility and better collaboration between data scientists.



Vangelis Koukis, CTO & Founder @Arrikto

Stefano Fioravanzo, Software Engineer @Arrikto

Event Details

Date: February 27, 2020

Time: 9:00 - 10:00 AM PT (UTC-8)

Website: https://zoom.us/webinar/register/7415799151765/WN_sN...

Get Involved

CNCF webinars are a great way to educate new and existing community members about trends and new technologies. We’re looking for project maintainers, CNCF members, and community experts to share their knowledge. Webinars are non-promotional and focus on education and thought leadership within the cloud native space.

Interested in hosting a CNCF webinar?

Let Us Know