--- title: AIML | 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/aiml?format=md --- # Blog posts tagged *"AIML"* --- [Felipe Vanni](https://canonical.com/blog/author/felipevanni) 11 March 2025 ### [Join Canonical at NVIDIA GTC 2025](https://canonical.com/blog/join-canonical-at-nvidia-gtc-2025) AI Ubuntu tech blog Canonical, the company behind Ubuntu and the trusted source for open source software, is thrilled to announce its presence at NVIDIA GTC again this year. Join us in San Jose from March 18th to the 21st and explore what’s next in AI and accelerated computing. Register for NVIDIA GTC 2025 Unlock AI potential: innovate on ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 17 February 2025 ### [7 considerations when building your ML architecture](https://canonical.com/blog/7-considerations-ml-architecture) AI Ubuntu tech blog As the number of organizations moving their ML projects to production is growing, the need to build reliable, scalable architecture has become a more pressing concern. According to BCG (Boston Consulting Group), only 6% of organizations are investing in upskilling their workforce in AI skills. For any organization seeking to reach AI matu ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 12 February 2025 ### [AI in 2025: is it an agentic year?](https://canonical.com/blog/ai-in-2025-is-it-an-agentic-year) AI Ubuntu tech blog 2024 was the GenAI year. With new and more performant LLMs and a higher number of projects rolled out to production, adoption of GenAI doubled compared to the previous year (source: Gartner). In the same report, organizations answered that they are using AI in more than one part of their business, with 65% of respondents ... --- [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 ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 17 April 2024 ### [What is MLflow?](https://canonical.com/blog/what-is-mlflow) AI Ubuntu tech blog MLflow is an open source platform, used for managing machine learning workflows. It was launched back in 2018 and has grown in popularity ever since, reaching 10 million users in November 2022. AI enthusiasts and professionals have struggled with experiment tracking, model management and code reproducibility, so when MLflow was launched, ... --- [Marina Khachatryan](https://canonical.com/blog/author/marinakhachatryan) 5 April 2024 ### [Meet our Federal team at NLIT 2024](https://canonical.com/blog/meet-our-federal-team-at-nlit-2024) AI Ubuntu tech blog We’re excited to announce our participation in NLIT 2024. ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 22 March 2024 ### [A deep dive into Kubeflow pipelines](https://canonical.com/blog/deep-dive-kubeflow-pipelines) AI Ubuntu tech blog 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 open source project ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 30 January 2024 ### [AI on-prem: what should you know?](https://canonical.com/blog/ai-on-prem) Cloud and server Ubuntu tech blog Organisations are reshaping their digital strategies, and AI is at the heart of these changes, with many projects now ready to run in production. Enterprises often start these AI projects on the public cloud because of the ability to minimise the hardware burden. However, as initiatives scale, organisations often look to migrate the workl ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 5 January 2024 ### [AI in 2024 – What does the future hold?](https://canonical.com/blog/ai-in-2024) AI Ubuntu tech blog AI in 2024 ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 24 November 2023 ### [Building a comprehensive toolkit for machine learning](https://canonical.com/blog/machine-learning-toolkit) AI Ubuntu tech blog In the last couple of years, the AI landscape has evolved from a researched-focused practice to a discipline delivering production-grade projects that are transforming operations across industries. Enterprises are growing their AI budgets, and are open to investing both in infrastructure and talent to accelerate their initiatives – so it’ ... --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 22 November 2023 ### [Canonical releases Charmed Kubeflow 1.8](https://canonical.com/blog/kubeflow-1-8-available) AI Ubuntu tech blog Canonical, the publisher of Ubuntu, announced today the general availability of Charmed Kubeflow 1.8. Charmed Kubeflow is an open source, end-to-end MLOps platform that enables professionals to easily develop and deploy AI/ML models. It runs on any cloud, including hybrid cloud or multi-cloud scenarios. This latest release also offers the ... --- 1. *Previous page* 2. [1](https://canonical.com/blog/tag/aiml?format=md&page=1) 3. [2](https://canonical.com/blog/tag/aiml?format=md&page=2) 4. [3](https://canonical.com/blog/tag/aiml?format=md&page=3) 5. [4](https://canonical.com/blog/tag/aiml?format=md&page=4) 6. 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