Weekend watch list

Kubeflow News

CNCF introduction to Kubeflow

Arun Gupta, Senior Engineering Manager at Apple walks viewers through the benefits of Kubeflow and how to get started.

Securing Kubeflow

Talk by Barton Rhodes, Senior Machine Learning Engineer at DaVita Inc. This talk is motivated by Ian Coldwater during the Kubernetes Podcast ‘Attacking and Defending Kubernetes:

“Containers are only as secure as their runtimes, and their orchestration frameworks, and their kernels, and their operating systems, and everything else”

Building and monitoring Kubeflow

Kirk Kaiser, APM at Datadog, talks about how to build and monitor Kubeflow machine learning Services with examples for an art project.

Kubeflow operations guide

Ubuntu Article

Operating MLOps stacks alike Kubeflow in an increasingly multi-cloud world will be a key topic as this market and Kubernetes adoption grow. Kubeflow operations webinar To discuss this topic, Canonical is holding a live webinar next week, on 23rd of March, 5PM UTC. Besides the key points listed below, the webinar will also have a ...

Rui Vasconcelos
8 March 2021

Latest community videos

Ubuntu Article

MLOps community jewels The MLOps community continues to grow and gift us with great content and discussions around the topic! Here are a couple of interesting discussions – a long one (1h) about Kubeflow, feature stores, and other platforms in the MLOps space, and a short one (3 min) on how to manage dependencies: Sneak ...

Andreea Munteanu
22 February 2021

Still figuring out what is Kubeflow?

Kubeflow Article

Kubeflow has become quite popular in the MLOps community as the tool that enables data science teams to automate their workflows from data preprocessing to model deployment on Kubernetes. However, with it’s made of many pieces, and while it keeps evolving, how can you effectively start using? Learn Kubeflow from online courses Started by ...