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Machine Learning archives

64 posts

Top 5 reasons to use Ubuntu for your AI/ML projects

By Andreea Munteanu, 17 June 2024

For 20 years, Ubuntu has been at the cutting edge of technology. Pioneers looking to innovate new technologies and ideas choose Ubuntu as the medium to do it,...

Canonical at Dell Technologies World 2024

By Felipe Vanni, 15 May 2024

Canonical, the company behind Ubuntu and the trusted source for open source software, is thrilled to announce its sponsorship of Dell Technologies World again...

Deploy an on-premise data hub with Canonical MAAS, Spark, Kubernetes and Ceph

By robgibbon, 14 May 2024

Download the Spark reference architecture guide In this post we’ll explore deploying a fully operational, on-premise data hub using Canonical’s data centre...

An overview of machine learning security risks

By Andreea Munteanu, 10 May 2024

Data is at the heart of all machine learning (ML) initiatives – and bad actors know it. As AI continues to occupy the limelight of modern tech discourse, ML...

What is MLflow?

By Andreea Munteanu, 17 April 2024

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...

Generative AI with Ubuntu on AWS. Part II: Text generation

By Carlos Bravo, 27 March 2024

In our previous post, we discussed how to generate Images using Stable Diffusion on AWS. In this post, we will guide you through running LLMs for text...

Canonical’s showcase at HPE Tech Jam 2024

By Felipe Vanni, 12 March 2024

Canonical, a leading advocate for open-source technology, is excited to announce its participation in the HPE Tech Jam 2024, set to take place in Atlanta and...

PostgreSQL for AI applications

By Andreea Munteanu, 5 March 2024

If you’re working with AI, you’re working with data.  From numerical data to videos or images, regardless of your industry or use case, every AI project...

Highlights of the Canonical AI Roadshow 2023

By Andreea Munteanu, 6 December 2023

It’s a wrap – Canonical AI Roadshow 2023 has come to an end. From Brazil to the United Arab Emirates, from Europe to the US, we’ve spent an amazing 10 weeks...

Generative AI explained

By Hugo Huang, 29 November 2023

When OpenAI released ChatGPT on November 30, 2022, no one could have anticipated that the following 6 months would usher in a dizzying transformation for...

Building a comprehensive toolkit for machine learning

By Andreea Munteanu, 24 November 2023

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...

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