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Blog posts tagged
"AIML"

Andreea Munteanu
14 October 2022

Hyperparameter tuning for ML models

AI Ubuntu tech blog

To create a machine learning model, you need to design and optimise the model’s architecture. This involves performing hyperparameter tuning, to enable developers to maximise the performance of their work. How do hyperparameters differ from model parameters? Michal Hucko, Kubeflow engineer, and Andreea Munteanu, Product Manager will host ...

Andreea Munteanu
4 October 2022

Kubeflow 1.6 on Kubernetes 1.23 and beyond

AI Ubuntu tech blog

Kubeflow is an open-source MLOps platform that runs on top of Kubernetes. Kubeflow 1.6 was released September 7 2022 with Canonical’s official distribution, Charmed Kubeflow, following shortly after. It came with support for Kubernetes 1.22. However, the MLOps landscape evolves quickly and so does Charmed Kubeflow.  As of today, Canonical ...

Andreea Munteanu
17 August 2022

Charmed Kubeflow 1.6 Beta is out: try it today!

AI Ubuntu tech blog

We are happy to announce that Charmed Kubeflow 1.6 is now available in Beta. Kubeflow has evolved into an end-to-end MLOps platform for optimised complex model training. We’re looking for data scientists, ML engineers and developers to take the Beta release for a drive and share their feedback! Read on to learn more. Read more ...

aymen frikha
24 March 2021

AI on premise: benefits and a predictive-modeling use case

AI Ubuntu tech blog

Running an Artificial Intelligence (AI) infrastructure on premise has major challenges like high capex and requires internal expertise. It can provide a lot of benefits for organisations that want to establish an AI strategy. The solution outlined in this post illustrates the power and the utility of Juju, a charmed Operator Lifecycle Man ...

Andreea Munteanu
13 October 2020

Ubuntu wants to code the future of Italy

Ubuntu Ubuntu tech blog

When is CodeMotion Rome 2020: November 24th-26thLocation: virtual Italian spaceBooth: Canonical / Ubuntu Book a meeting In a year of challenges and changing times, the community gets closer and starts gathering in a different way.  From face to face meet-ups, we moved everything virtually and CodeMotion is not an exception. Made by develo ...

Canonical
10 September 2020

How Aldo’s passion for artificial intelligence and machine learning led to a role at Canonical

People and culture Ubuntu tech blog

Canonical is the company behind Ubuntu, but who are the people behind Canonical? This blog is the second in a series getting to know some of the different employees that make up our company.  For today’s blog, we spoke with Aldo Martinez, a member of our US-based team. Aldo’s passion for artificial intelligence and machine ...

Canonical
2 September 2020

HP Z series on Ubuntu – AI development on enterprise workstations, now in your remote office

Desktop Ubuntu tech blog

Today, HP announced the launch of its Z series of laptops and workstations certified with Ubuntu 20.04 LTS, the latest additions to their popular professional workstation line. Made to drive AI and machine learning and with hardware that is also suited to 3D and virtual reality development, the Z series is an ideal enterprise workstation ...

anastasiavalti
20 July 2020

What can you do with MicroK8s?

Kubernetes Ubuntu tech blog

MicroK8s was first released in late 2018 and has seen significant adoption rates from developers and enterprises alike ever since. Taking increasing demand and curiosity around the topic, we have already given an introduction to MicroK8s as well as covered how to deploy MicroK8s locally in previous blog posts. This time, we’ll take a look ...

haydenb
17 June 2020

Getting started with CUDA on Ubuntu on WSL 2

Ubuntu Ubuntu tech blog

At Build 2020 Microsoft announced support for GPU compute on Windows Subsystem for Linux 2. Ubuntu is the leading Linux distribution for WSL and a sponsor of WSLConf. Canonical, the publisher of Ubuntu, provides enterprise support for Ubuntu on WSL through Ubuntu Advantage. This guide will walk early adopters through the steps on turning ...

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