---
title: Blog posts tagged "pipeline"
description: Canonical makes open source secure, reliable and easy to use, providing
  support for Ubuntu and a portfolio of enterprise-grade technologies. Founded in
  2004, Canonical operates globally with team members in over 80 countries.
url: https://canonical.com/blog/tag/pipeline?format=md
---

# Blog posts tagged "pipeline"

#### [Building Kubeflow pipelines: Data science workflows on Kubernetes – Part 2](https://canonical.com/blog/data-science-workflows-on-kubernetes-with-kubeflow-pipelines-part-2)

This blog series is part of the joint collaboration between Canonical and Manceps. Visit our AI consulting and delivery services page to know more. Introduction Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is a part of the Kubeflow project that aims to reduce the complexity and time involv

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AI

#### [Demystifying Kubeflow pipelines: Data science workflows on Kubernetes – Part 1](https://canonical.com/blog/data-science-workflows-on-kubernetes-with-kubeflow-pipelines-part-1)

Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is one part of a larger Kubeflow ecosystem that aims to reduce the complexity and time involved with training and deploying machine learning models at scale. In this blog series, we demystify Kubeflow pipelines and showcase this method to produce

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AI

#### [Git-to-k8s automation for on-prem container deployments](https://canonical.com/blog/git-to-k8s-automation-for-on-prem-container-deployments)

This is the second webinar in our Kubernetes Month series! Speaker: Khash Sajadi (Cloud66) & Marco Ceppi (Canonical) Date/Time: April 11, 2018 at 12PM EST / 5PM GMT Kubernetes brings Devs and Ops close together, but that presents significant challenges for traditional CI/CD as an effective and scalable on-ramp onto clusters. A new class o

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Cloud and server