--- title: Kubeflow | Blog 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/kubeflow?format=md --- # Blog posts tagged *"Kubeflow"* --- [Massimiliano Gori](https://canonical.com/blog/author/massigori) 21 May 2026 ### [Canonical announces fully Managed Kubeflow AI operations platform on the Microsoft Azure Marketplace](https://canonical.com/blog/managed-kubeflow-microsoft-azure-canonical-release) AI Ubuntu tech blog Canonical has announced the general availability of Managed Kubeflow on the Microsoft Azure Marketplace. This fully managed MLOps platform allows enterprise AI teams to deploy a production-ready environment in under an hour, eliminating infrastructure maintenance. ... --- [Stefano Fioravanzo](https://canonical.com/blog/author/stefanofioravanzo) 8 April 2025 ### [Announcing Charmed Kubeflow 1.10](https://canonical.com/blog/announcing-charmed-kubeflow-1-10) Ubuntu Ubuntu tech blog Canonical proudly announces the release of Charmed Kubeflow 1.10 ... --- [Canonical](https://canonical.com/blog/author/canonical) 28 March 2025 ### [KubeCon Europe 2025: Containers & Connections with Ubuntu](https://canonical.com/blog/kubecon-europe-2025) container Ubuntu tech blog It’s hard to believe that the first KubeCon took place nearly 10 years ago. Back then, Kubernetes was still in its early days, and the world was only just beginning to understand the power of container orchestration. Fast-forward to today, and Kubernetes is a fundamental part of cloud-native development, taught in universities as a key ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 20 March 2025 ### [Accelerating AI with open source machine learning infrastructure](https://canonical.com/blog/accelerating-ai-with-open-source-machine-learning-infrastructure) AI Ubuntu tech blog The landscape of artificial intelligence is rapidly evolving, demanding robust and scalable infrastructure. To meet these challenges, we’ve developed a comprehensive reference architecture (RA) that leverages the power of open-source tools and cutting-edge hardware. This architecture, built on Canonical’s MicroK8s and Charmed Kubeflow, ru ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 19 March 2025 ### [Building optimized LLM chatbots with Canonical and NVIDIA](https://canonical.com/blog/building-optimized-llm-chatbots-with-canonical-and-nvidia) AI Ubuntu tech blog The landscape of generative AI is rapidly evolving, and building robust, scalable large language model (LLM) applications is becoming a critical need for many organizations. Canonical, in collaboration with NVIDIA, is excited to introduce a reference architecture designed to streamline and optimize the creation of powerful LLM chatbots. T ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 19 March 2025 ### [Unlocking Edge AI: a collaborative reference architecture with NVIDIA](https://canonical.com/blog/unlocking-edge-ai-a-collaborative-reference-architecture-with-nvidia) AI Ubuntu tech blog The world of edge AI is rapidly transforming how devices and data centers work together. Imagine healthcare tools powered by AI, or self-driving vehicles making real-time decisions. These advancements rely on bringing AI directly to edge devices. However, building a robust architecture for diverse edge environments presents significant hu ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 11 March 2025 ### [How to deploy Kubeflow on Azure](https://canonical.com/blog/how-to-deploy-kubeflow-on-azure) AI Ubuntu tech blog Kubeflow is a cloud-native, open source machine learning operations (MLOps) platform designed for developing and deploying ML models on Kubernetes. Kubeflow helps data scientists and machine learning engineers run the entire ML lifecycle within one tool. Charmed Kubeflow is Canonical’s official distribution of Kubeflow. The key benefits o ... --- [Mita Bhattacharya](https://canonical.com/blog/author/mitabhattacharya) 6 November 2024 ### [Meet Canonical at KubeCon + CloudNativeCon North America 2024](https://canonical.com/blog/meet-canonical-at-kubecon-cloudnativecon-north-america-2024) Cloud and server Ubuntu tech blog We are ready to connect with the pioneers of open-source innovation! Canonical, the force behind Ubuntu, is returning as a gold sponsor at KubeCon + CloudNativeCon North America 2024.  This premier event, hosted by the Cloud Native Computing Foundation, brings together the brightest minds in open source and cloud-native technologies. From ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 1 November 2024 ### [Charmed Kubeflow vs Kubeflow](https://canonical.com/blog/charmed-kubeflow-vs-kubeflow) AI Ubuntu tech blog Why should you use an official distribution of Kubeflow? Kubeflow is an open source MLOps platform that is designed to enable organizations to scale their ML initiatives and automate their workloads. It is a cloud-native solution that helps developers run the entire machine learning lifecycle within a single solution on Kubernetes. It can ... --- [Gokhan Cetinkaya](https://canonical.com/blog/author/gokhancetinkaya) 30 September 2024 ### [How to deploy AI workloads at the edge using open source solutions](https://canonical.com/blog/how-to-deploy-ai-workloads-at-the-edge-using-open-source-solutions) AI Ubuntu tech blog Running AI workloads at the edge with Canonical and Lenovo AI is driving a new wave of opportunities in all kinds of edge settings—from predictive maintenance in manufacturing, to virtual assistants in healthcare, to telco router optimisation in the most remote locations. But to support these AI workloads running virtually everywhere, com ... --- [Rawand Benour](https://canonical.com/blog/author/rawandb) 27 September 2024 ### [AI in Healthcare: 5 Use Cases and 1 challenge](https://canonical.com/blog/ai-in-healthcare-5-use-cases-and-1-challenge) Ubuntu Ubuntu tech blog The accelerated developments in machine learning and artificial intelligence in healthcare have set the stage for some interesting transformations. By enabling better care for patients, optimizing processes, and generating new opportunities for medical research and treatment, these technologies are indeed going to change the healthcare in ... --- 1. *Previous page* 2. [1](https://canonical.com/blog/tag/kubeflow?format=md&page=1) 3. [2](https://canonical.com/blog/tag/kubeflow?format=md&page=2) 4. [3](https://canonical.com/blog/tag/kubeflow?format=md&page=3) 5. [4](https://canonical.com/blog/tag/kubeflow?format=md&page=4) 6. [5](https://canonical.com/blog/tag/kubeflow?format=md&page=5) 7. 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