--- title: 'AI, ML, & Ubuntu: Everything you need to know' description: Learn about the technologies & terminologies behind AI & ML and how you can use Ubuntu to power these ambitions at our webinar. url: https://canonical.com/blog/ai-ml-ubuntu-everything-you-need-to-know --- 1. [Blog](https://canonical.com/blog) 2. Article --- [Canonical](https://canonical.com/blog/author/canonical "More about Canonical") 26 July 2018 # AI, ML, & Ubuntu: Everything you need to know [AI](https://canonical.com/blog/tag/ai) [AI/ML](https://canonical.com/blog/tag/ai-ml) [GPGPU](https://canonical.com/blog/tag/gpgpu) [Kubeflow](https://canonical.com/blog/tag/kubeflow) [kubernetes](https://canonical.com/blog/tag/kubernetes) [ML](https://canonical.com/blog/tag/ml) [MLOps](https://canonical.com/blog/tag/mlops) [TensorFlow](https://canonical.com/blog/tag/tensorflow) [Ubuntu](https://canonical.com/blog/tag/ubuntu) --- Share the article 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 and terminologies to understand. In this webinar, join Canonical’s Kubernetes Product Manager Carmine Rimi for: * An introduction to some of the key concepts in Machine Learning * A look into some examples of how AI applications and their development are reshaping company’s IT * A deep dive into how enterprises are applying devops practices to their ML infrastructure and workflows * An introduction to Canonical AI / ML portfolio from Ubuntu to the Canonical Distribution of Kubernetes and and how to get started quickly with your project And in addition, we’ll be answering some of these questions: * What do Kubeflow, Tensorflow, Jupyter, and GPGPUs do? * What’s the difference between AI, ML and DL? * What is an AI model? How do you train it? How do you develop / improve it? How do you execute it? And finally, we’ll be taking the time to answer your questions in a Q&A session [Register for webinar](https://www.brighttalk.com/webcast/6793/330440) ## Sign up for our newsletter Get the latest Canonical news and updates in your inbox. Work email: \*I agree to receive information about Canonical's products and services. In submitting this form, I confirm that I have read and agree to [Canonical's Privacy Notice](https://canonical.com/legal/data-privacy/contact) and [Privacy Policy](https://canonical.com/legal/data-privacy). Sign up ## Share on --- ## Related posts [### Canonical announces the alpha release of Charmed OpenShell to help secure autonomous AI agent fleets](https://canonical.com/blog/charmed-openshell-alpha-release) To streamline enterprise deployment and lifecycle management, Canonical is announcing the alpha release of Charmed OpenShell. [Canonical](https://canonical.com/blog/author/canonical) 28 September 2026 [### From raw data to intelligent actions: inside our next-gen AI analytics data lake stack](https://canonical.com/blog/inside-our-next-gen-ai-analytics-data-lake-stack) At Canonical, we believe organisations should be able to unlock the full value of their data without giving up control. That principle is at the heart of our next-generation... [Rob Gibbon](https://canonical.com/blog/author/robgibbon) 18 September 2026 [### Arduino® VENTUNO™ Q is available for pre-order with Ubuntu pre-installed](https://canonical.com/blog/arduino-ventuno-q-is-available-for-pre-order-with-ubuntu-pre-installed) London, UK – August 25, 2026 – Following our initial collaboration announcement in March 2026, Canonical and Arduino (a subsidiary of Qualcomm Technologies, Inc.) are excited... [Canonical](https://canonical.com/blog/author/canonical) 25 August 2026 [### AI infrastructure for telcos](https://canonical.com/blog/ai-infrastructure-for-telcos) Why moving from pilots to production changes the platform Artificial intelligence has moved beyond the demonstration phase. Telco operators are already exploring it for fault... [Benjamin Ryzman](https://canonical.com/blog/author/benjaminryzman) 2 October 2026