Latest community videos

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 peek on Kubeflow v1.3

The Arrikto team has been leading the Kubeflow v1.3 release and making fantastic contributions, including some additions to the Kubeflow dashboard, like Volumes and Models tabs.

Kimonas Sotirchos, full-stack engineer @Arrikto, gives us a quick tour on the new UI for managing data and Persistent Volume Claims (PVCs):

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 ...

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 ...

Rui Vasconcelos
11 February 2021

SageMaker and Kubeflow: end-to-end ML workflows