--- title: "machine learning\n | Ubuntu" description: Ubuntu is an open source software operating system that runs from the desktop, to the cloud, to all your internet connected things. url: https://ubuntu.com/blog/tag/machine-learning?format=md keywords: index, follow --- # Blog posts tagged "machine learning" #### [Let’s meet at AI4 and talk about AI infrastructure with open source](https://ubuntu.com/blog/canonical-ubuntu-ai4-2025) Date: 11 – 13 August 2025 Booth: 353 Book a meeting You know the old saying: what happens in Vegas… transforms your AI journey with trusted open source. On... --- Company #### [Accelerating AI with open source machine learning infrastructure](https://ubuntu.com/blog/accelerating-ai-with-open-source-machine-learning-infrastructure) The landscape of artificial intelligence is rapidly evolving, demanding robust and scalable infrastructure. To meet these challenges, we’ve developed a... --- AI #### [Experiment Tracking with MLFlow in Canonical’s Data Science Stack](https://ubuntu.com/blog/experiment-tracking-with-mlflow) Welcome back, data scientists! In my previous post, we explored how easy it is to set up a machine learning environment with Canonical’s Data Science Stack... --- Desktop #### [How to build your first model using DSS](https://ubuntu.com/blog/how-to-build-your-first-model-using-dss) GenAI is transforming how we approach technology. This blog explores how you can use Canonical’s Data Science Stack (DSS) to set up your environment and dive... --- AI #### [Join the Canonical Data and AI team at Data Innovation Summit 2024](https://ubuntu.com/blog/join-canonical-data-and-ai-team-at-data-innovation-summit-2024) Join Canonical Data and AI team at Data Innovation Summit 2024 --- AI #### [Canonical releases Charmed MLFlow](https://ubuntu.com/blog/canonical-releases-charmed-mlflow) Canonical announced today that Charmed MLFlow, Canonical’s distribution of the popular machine learning platform, is now generally available. Charmed MLFlow... --- AI #### [Large language models (LLMs): what, why, how?](https://ubuntu.com/blog/what-are-large-language-models-llms) Large language models (LLMs) are machine-learning models specialised in understanding natural language. They became famous once ChatGPT was widely adopted... --- AI #### [Kubeflow vs MLFlow: which one to choose?](https://ubuntu.com/blog/kubeflow-vs-mlflow) Data scientists and machine learning engineers are often looking for tools that could ease their work. Kubeflow and MLFlow are two of the most popular... --- AI #### [Charmed MLFlow Beta is here. Try it out now!](https://ubuntu.com/blog/charmed-mlflow-beta) Canonical’s MLOps portfolio is growing with a new machine learning tool. Charmed MLFlow 2.1 is now available in Beta. MLFlow is a crucial component of the... --- AI #### [Four Challenges for ML data pipeline](https://ubuntu.com/blog/four-challenges-for-ml-data-pipeline) Data pipelines are the backbone of Machine Learning projects. They are responsible for collecting, storing, and processing the data that is used to train and... --- AI #### [From model-centric to data-centric MLOps](https://ubuntu.com/blog/data-centric-mlops) MLOps (short for machine learning operations) is slowly evolving into an independent approach to the machine learning lifecycle that includes all steps – from... --- AI #### [What is MLOps?](https://ubuntu.com/blog/what-is-mlops) MLOps is the short term for machine learning operations and it represents a set of practices that aim to simplify workflow processes and automate machine... --- AI #### [AI/ML in retail: how the shopping experience has changed](https://ubuntu.com/blog/ai-ml-retail) From brick-and-mortar stores to online marketplaces, retail companies are all increasing their investments in artificial intelligence, in order to gain a... --- AI #### [Kubeflow just applied to join CNCF – what does it mean for you?](https://ubuntu.com/blog/kubeflow-applied-join-cncf) Google just announced that they have submitted an application for Kubeflow to become an incubating project in the Cloud Native Computing Foundation (CNCF). It... --- AI #### [Hyperparameter tuning for ML models](https://ubuntu.com/blog/hyperparameter-tuning-kubeflow) To create a machine learning model, you need to design and optimise the model’s architecture. This involves performing hyperparameter tuning, to enable... --- AI #### [Charmed Kubeflow 1.6 Beta is out: try it today!](https://ubuntu.com/blog/kubeflow-beta-release-mlops) We are happy to announce that Charmed Kubeflow 1.6 is now available in Beta. Kubeflow has evolved into an end-to-end MLOps platform for optimised complex... --- AI 1. *Previous page* 2. [1](https://ubuntu.com/blog/tag/machine-learning?format=md&page=1) 3. [2](https://ubuntu.com/blog/tag/machine-learning?format=md&page=2) 4. [3](https://ubuntu.com/blog/tag/machine-learning?format=md&page=3) 5. [*Next page*](https://ubuntu.com/blog/tag/machine-learning?format=md&page=2)