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Blog posts tagged
"MLOps"

Anastasia Kritskaya
10 October 2024

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

AI Article

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 opportunity for Canonical to connect with industry leaders from various industries, share expert opinions and make your cloud journey easier and more ...

Andreea Munteanu
2 October 2024

Canonical joins OPEA to enable Enterprise AI

AI Machine Learning

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 joined the Open Platform for Enterprise AI (OPEA), a project community at the Linux Foundation focused on enterprise AI using open-source tooling. What is OPEA? OPEA is a project ...

Canonical
17 September 2024

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

AI Article

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 enables ML environments on your AI workstation. It is fully open source, free to use and native to Ubuntu.  It is also accessible on other Linux distributions, on Windows using Windows ...

Andreea Munteanu
10 September 2024

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

AI Article

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 October, our team will be in Amsterdam at World Summit AI for the second year in a row. In 2023, we had a blast ...

Andreea Munteanu
25 July 2024

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

AI Article

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 taken to production in all industries, while a report by Deloitte found that use of gen AI by employees at Australian workplaces rose to 38% in 2023. Despite ...

Andreea Munteanu
18 July 2024

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

AI Article

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 will be in Las Vegas to attend AI4 2024. This is North America’s largest industry event, and it attracts some of the biggest names in ...

Andreea Munteanu
11 July 2024

Charmed Kubeflow 1.9 Beta is here: try it out

AI Article

After releasing a new version of Ubuntu every six months for 20 years, it’s safe to say that we like keeping our traditions. Another of those traditions is our commitment to giving our Kubeflow users early access to the latest version – and that promise still stands. Kubeflow 1.9 is about to go out in ...

Andreea Munteanu
17 June 2024

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

AI Article

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, whether they’re building devices for space, deploying a fleet of robots or building up financial infrastructure.  The rise of machine learning is no exception and has encouraged ...

Andreea Munteanu
13 June 2024

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

AI Article

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 one of the top 20 fast-growing occupations in the US, according to the Bureau of Labour Statistics.  However, entering this fast-growing space isn’t’ easy: ...

Andreea Munteanu
10 May 2024

An overview of machine learning security risks

AI Article

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 systems are becoming increasingly attractive targets for attack. With the Identity Theft Resource Center reporting a 72% spike in data breaches in 2023, it’s critical to ...

Andreea Munteanu
17 April 2024

What is MLflow?

AI Article

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 10 million users in November 2022. AI enthusiasts and professionals have struggled with experiment tracking, model management and code reproducibility, so when MLflow was launched, ...

Andreea Munteanu
22 March 2024

A deep dive into Kubeflow pipelines 

AI Article

Widely adopted by both developers and organisations, Kubeflow is an MLOps platform that runs on Kubernetes and automates machine learning (ML) workloads. It covers the entire ML lifecycle, enabling data scientists and machine learning engineers to develop and deploy ML models. Kubeflow is designed as a suite of leading open source project ...

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