--- 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?format=md --- 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. By submitting this form, I confirm that I have read and agree to [Canonical's Privacy Policy](https://canonical.com/legal/dataprivacy). Sign up ## Share on --- ## Related posts [### 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 [### Canonical joins the Open Secure AI Alliance](https://canonical.com/blog/open-secure-ai-alliance) Canonical is now part of the Open Secure AI Alliance, announced by NVIDIA with partners across cloud computing, cybersecurity, enterprise software, open source foundations, and... [Canonical](https://canonical.com/blog/author/canonical) 28 August 2026 [### Canonical becomes Gold Sponsor of Trifecta Tech Foundation](https://canonical.com/blog/canonical-becomes-gold-sponsor-of-trifecta-tech-foundation) Canonical is pleased to announce it is now a Gold Sponsor of the Trifecta Tech Foundation, a non-profit that creates open source building blocks for critical infrastructure... [Canonical](https://canonical.com/blog/author/canonical) 30 June 2026 [### Ubuntu Summit 26.04: connected by open source](https://canonical.com/blog/ubuntu-summit-26-04-connected-by-open-source) What an incredible experience! Ubuntu Summit 26.04 has officially drawn to a close, but the energy from our global community is still buzzing – in the comments section, on... [ilvipero](https://canonical.com/blog/author/ilvipero) 22 June 2026