--- title: Blog posts tagged "ML" 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/ml?format=md --- # Blog posts tagged "ML" #### [Charmed Kubeflow 1.6 is now available from Canonical](https://canonical.com/blog/charmed-kubeflow-1-6-available) The latest release of Canonical’s end-to-end MLOps platform brings advanced AI/ML training capabilities 8 September 2022- Canonical, the publisher of Ubuntu, announces today the release of Charmed Kubeflow 1.6,  an end-to-end MLOps platform with optimised complex model training capabilities.  Charmed Kubeflow is Canonical’s enterprise-rea --- AI #### [AI in telecom: an overview for data scientists](https://canonical.com/blog/ai-in-telecom-an-overview-for-data-scientists) AI in telecom is more complicated due to regulatory and security requirements. With containers setting up an environment for data scientists is much easier. --- Kubeflow #### [Kubernetes for Data Science: meet Kubeflow](https://canonical.com/blog/kubernetes-for-data-science-meet-kubeflow) Deep Learning is set to thrive Data science has exploded as a practice in the past decade and has become an undisputed driver of innovation. The forcing factors behind the rising interest in Machine Learning, a not so new concept, have consolidated and created an unparalleled capacity for Deep Learning, a subset of Artificial Neural --- AI #### [What’s new in Ubuntu Desktop 20.04 LTS?](https://canonical.com/blog/whats-new-in-ubuntu-desktop-20-04-lts) Well, here it is! Ubuntu is the world’s most popular open-source desktop operating system, and we think this is our best release to date. Ubuntu 20.04 LTS is an enterprise-grade, secure, cost-effective operating system for organisations and home users. Before I summarise the changes in this release, let’s address something I’ve seen discu --- Desktop #### [Canonical collaborates with NVIDIA to accelerate enterprise AI adoption in multi-cloud environments and at the edge](https://canonical.com/blog/canonical-collaborates-with-nvidia-to-accelerate-enterprise-ai-adoption-in-multi-cloud-environments-and-at-the-edge) Enterprises currently face the challenge of how to adopt and integrate AI and ML into their operations effectively, at scale and with minimum complexity. In tandem, today’s AI workloads have become increasingly advanced and the compute power required to support them has exponentially increased.  Canonical and NVIDIA have collaborated to h --- AI #### [Kubeflow at KubeCon Europe 2019 in Barcelona](https://canonical.com/blog/kubeflow-at-kubecon-europe-2019-in-barcelona) Kubeflow, the Kubernetes native application for AI and Machine Learning, continues to accelerate feature additions and community growth. The community has released two new versions since the last Kubecon – 0.4 in January and 0.5 in April – and is currently working on the 0.6 release, to be released in July. The key features in --- AI #### [Ubuntu at GTC Europe 2018](https://canonical.com/blog/ubuntu-gtc-europe-2018) GTC Europe 2018 Date: October 9 – 11, 2018 Location: Messe Munchen GmbH, Messegelande, 81823, Munich, Germany Venue: ICM – Internationales Congress Center Munich Booth: S11 Join Canonical at GTC Europe 2018 in Munich, Germany from the 9th of October through the 11th, where we will be showcasing our technologies across AI/ML. Canonical wil --- Cloud and server #### [How to build and deploy your first AI/ML model on Ubuntu](https://canonical.com/blog/ai-ml-model-ubuntu) Artificial intelligence and machine learning (AI/ML) have stolen the hearts and minds of the public, the press and businesses. The technological advances in the field have helped to transport AI from the world of fiction, into something more tangible, and within touching distance. However, despite the hype, AI in the ‘real world’ isn’t qu --- Cloud and server #### [AI, ML, & Ubuntu: Everything you need to know](https://canonical.com/blog/ai-ml-ubuntu-everything-you-need-to-know) AI and ML adoption in the enterprise is exploding from Silicon Valley to Wall Street. Ubuntu is the premier platform for these ambitions — from developer workstations, to racks, to clouds and to the edge with smart connected IoT. One of the joys that come with new developer trends are a plethora of new technologies --- Cloud and server #### [Introducing the Dell Precision 7530 and 7730 with Ubuntu](https://canonical.com/blog/introducing-the-dell-precision-7530-and-7730-with-ubuntu) We’re excited to see Dell announce the availability of the latest Precision mobile workstations which come preinstalled with Ubuntu 16.04 LTS. Canonical have been part of Dell’s Project Sputnik since Day 1, and over 5 years later we are excited to see continuous innovation in open source computing solutions. The Dell Precision 7530 and 77 --- Desktop #### [Kubernetes and OpenStack solving AI complexities at scale](https://canonical.com/blog/kubernetes-and-openstack-solving-ai-complexities-at-scale) Stu Miniman and John Boyer of theCUBE interviewed Stephan Fabel, Director of Ubuntu Product and Development at the OpenStack Summit in Vancouver. Read on for the full interview, and to hear more on Kubernetes, Kubeflow and MicroK8s. OpenStack has entered a new phase, maturing to a point where those in attendance are serious about open --- Cloud and server #### [OpenStack Summit Vancouver 2018](https://canonical.com/blog/openstack-summit-vancouver-2018) Event Details Date: May 21-24 Location: Vancouver, BC Venue: Vancouver Convention Centre East Booth: B7 Event Link: https://www.openstack.org/summit/vancouver-2018   Event Background OpenStack Summit is the leading event in Open Infrastructure, bringing together the builders and operators for sessions and workshops on containers, CI/CD, t --- Cloud and server