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AI archives

105 posts

Solving newcomer data science challenges with Canonical’s Data Science Stack – now in beta

By Andreea Munteanu, 13 June 2024

Data science is one of the most exciting topics of the last century. With its utility in industries of all kinds, it’s easy to see why it has been rated as...

Deploy GenAI applications with Canonical’s  Charmed Kubeflow and NVIDIA NIM

By Andreea Munteanu, 2 June 2024

It’s been over two years since generative AI (GenAI) took off with the launch of ChatGPT. From that moment on, a variety of applications, models and libraries...

Can it play Doom? Running an AI LAN party on a Spark cluster with ViZDoom

By robgibbon, 23 May 2024

It’s all about AI these days, so I decided to try and answer the important question: can you make a Spark cluster run AI agents that play a game of Doom, in a...

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...

Meet our Federal team at NLIT 2024

By Marina Khachatryan, 5 April 2024

We’re excited to announce our participation in NLIT 2024.

Canonical at America Digital Congress in Chile

By anakritskaya, 4 April 2024

Canonical participates in America Digital Congress in Santiago, Chile. Learn how Canonical can support your digital transformation journey.

Deploying Open Language Models on Ubuntu

By Jehudi, 28 March 2024

Discover the benefits of using Ubuntu for open-source AI and how to seamlessly deploy models on Azure, including leveraging GPU and Confidential Compute capabilities.

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...

A deep dive into Kubeflow pipelines 

By Andreea Munteanu, 22 March 2024

Widely adopted by both developers and organisations, Kubeflow is an MLOps platform that runs on Kubernetes and automates machine learning (ML) workloads. It...

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