Kubeflow | Ubuntu

Stefano Fioravanzo
8 April 2025

Announcing Charmed Kubeflow 1.10

Article Ubuntu

Canonical proudly announces the release of Charmed Kubeflow 1.10

Stefano Fioravanzo
8 April 2025

Canonical
28 March 2025

KubeCon Europe 2025: Containers & Connections with Ubuntu

Article container

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...

Canonical
28 March 2025

Andreea Munteanu
20 March 2025

Accelerating AI with open source machine learning infrastructure

Article AI

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...

Andreea Munteanu
20 March 2025

Andreea Munteanu
19 March 2025

Building optimized LLM chatbots with Canonical and NVIDIA

Downloads AI

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...

Andreea Munteanu
19 March 2025

Unlocking Edge AI: a collaborative reference architecture with NVIDIA

Partners AI

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...

Andreea Munteanu
19 March 2025

Andreea Munteanu
11 March 2025

How to deploy Kubeflow on Azure

Article AI

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....

Andreea Munteanu
11 March 2025

Mita Bhattacharya
6 November 2024

Meet Canonical at KubeCon + CloudNativeCon North America 2024

Article Cloud and server

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...

Mita Bhattacharya
6 November 2024

Andreea Munteanu
1 November 2024

Charmed Kubeflow vs Kubeflow

Article AI

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...

Andreea Munteanu
1 November 2024

Gokhan Cetinkaya
30 September 2024

How to deploy AI workloads at the edge using open source solutions

Article AI

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...

Gokhan Cetinkaya
30 September 2024

Rawand Benour
27 September 2024

AI in Healthcare: 5 Use Cases and 1 challenge

Article Ubuntu

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...

Rawand Benour
27 September 2024

Andreea Munteanu
11 July 2024

Charmed Kubeflow 1.9 Beta is here: try it out

Article AI

After releasing a new version of Ubuntu every six months for 20 years, it’s safe to say that we like keeping our traditions. Another of those traditions is our commitment to giving our Kubeflow users early access to the latest version – and that promise still stands. Kubeflow 1.9 is about to go out in

Andreea Munteanu
11 July 2024

Andreea Munteanu
2 June 2024

Deploy GenAI applications with Canonical’s Charmed Kubeflow and NVIDIA NIM

Article AI

It’s been over two years since generative AI (GenAI) took off with the launch of ChatGPT. From that moment on, a variety of applications, models and libraries were launched to address market needs and simplify enterprise activity. As Deloitte observes in its State of Generative AI Q2 2024 report, organisations are now...

Andreea Munteanu
2 June 2024

Andreea Munteanu
22 March 2024

A deep dive into Kubeflow pipelines

Article AI

Widely adopted by both developers and organisations, Kubeflow is an MLOps platform that runs on Kubernetes and automates machine learning (ML) workloads. It covers the entire ML lifecycle, enabling data scientists and machine learning engineers to develop and deploy ML models. Kubeflow is designed as a suite of leading...

Andreea Munteanu
22 March 2024

jpablo-norena
11 March 2024

Large Language Models (LLMs) Retrieval Augmented Generation (RAG) using Charmed OpenSearch

Article AI

This article guides you on leveraging Charmed OpenSearch to maintain a relevant and up-to-date LLM application.

jpablo-norena
11 March 2024

Blog posts tagged "Kubeflow"

Blog posts tagged
"Kubeflow"