Blog posts tagged "MLOps"

Realtime transaction fraud detection – with an LLM?

Conversational AI with a chatbot is great for drafting emails or debugging code,  but it’s less ideal for real-time application middleware. If you’re trying...

Fine tune your own custom LLM with Canonical Charmed Kubeflow and Feast

So you want your own pet LLM huh? Knowing where to start can be quite tricky, so luckily for you I’ve put together this end-to-end guide. It’ll get you not...

Let’s meet at AI4 and talk about AI infrastructure with open source

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...

Canonical announces Charmed Feast: A production-grade feature store for your open source MLOps stack

July 10, 2025: Today, Canonical announced the release of Charmed Feast, an enterprise solution for feature management with seamless integration with Charmed...

Unlocking Edge AI: a collaborative reference architecture with NVIDIA

The world of edge AI is rapidly transforming how devices and data centers work together. Imagine healthcare tools powered by AI, or self-driving vehicles...

How to deploy Kubeflow on Azure

Kubeflow is a cloud-native, open source machine learning operations (MLOps) platform designed for developing and deploying ML models on Kubernetes. Kubeflow...

7 considerations when building your ML architecture

As the number of organizations moving their ML projects to production is growing, the need to build reliable, scalable architecture has become a more pressing...

AI in 2025: is it an agentic year?

2024 was the GenAI year. With new and more performant LLMs and a higher number of projects rolled out to production, adoption of GenAI doubled compared to the...

Meet Canonical at KubeCon + CloudNativeCon North America 2024

We are ready to connect with the pioneers of open-source innovation! Canonical, the force behind Ubuntu, is returning as a gold sponsor at KubeCon +...

Charmed Kubeflow vs Kubeflow

Why should you use an official distribution of Kubeflow? Kubeflow is an open source MLOps platform that is designed to enable organizations to scale their ML...

Let’s talk about open source, AI and cloud infrastructure at GITEX 2024

October 14 – 18, 2024. Dubai. Hall 26, Booth C40 The largest tech event of the world – GITEX 2024 – is taking place in Dubai next week. This event is a great...

Canonical joins OPEA to enable Enterprise AI

Canonical is committed to enabling organizations to secure and scale their AI/ML projects in production. This is why we are pleased to announce that we have...

Introducing Data Science Stack: set up an ML environment with 3 commands on Ubuntu

Canonical, the publisher of Ubuntu, today announced the general availability of Data Science Stack (DSS), an out-of-the-box solution for data science that...

Let’s meet at World Summit AI and talk about open source and AI tooling, with a dash of GenAI

Date: 9-10 October 2024 Booth: B8 After Data & AI Masters, we cross the North Sea to attend one of the leading AI events inEurope. Between the 9th and 10th of...

Meet us in Sydney and let’s talk about how you can navigate your AI journey

Date: August 27, 2024 Venue: The Fullerton Hotel Sydney Time: 13:00 PM – 18:00 PM AI has officially taken off. Today, thousands of exciting projects are being...

Let’s meet at AI4 and talk about open source and AI tooling

Date: 12 – 14 August 2024 Booth: 426 Autumn is a season full of events for the AI/ML industry. We are starting early this year, before the summer ends, and...

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