Machine Learning archives
74 posts
How to colourise black & white pictures: OpenVINO™ on Ubuntu containers demo (Part 1)
By Valentin Viennot, 3 December 2021
Christmas is coming, but you don’t have a present on hand for your (grand)parents (Mom, Dad, if you’re reading this – I promise this post isn’t drawn from...
Ubuntu for machine learning with NVIDIA RAPIDS in 10 min
By Maciej Mazur, 5 April 2021
10 minutes tutorial on how to set up Ubuntu for machine learning, data science and data analytics using NVIDIA RAPIDS, NGC Containers and Anaconda.
AI on premise: benefits and a predictive-modeling use case
By aymen frikha, 24 March 2021
Running an Artificial Intelligence (AI) infrastructure on premise has major challenges like high capex and requires internal expertise. It can provide a lot...
Ubuntu Core 20 secures Linux for IoT
By Canonical, 2 February 2021
2nd February 2021: Canonical’s Ubuntu Core 20, a minimal, containerised version of Ubuntu 20.04 LTS for IoT devices and embedded systems, is now generally...
Deploying Kubeflow everywhere: desktop, edge, and IoT devices
By Rui Vasconcelos, 4 November 2020
Kubeflow, the ML toolkit on K8s, now fits on your desktop and edge devices! 🚀 Data science workflows on Kubernetes Kubeflow provides the cloud-native...
Kubeflow operators: lifecycle management for data science
By Rui Vasconcelos, 28 October 2020
Canonical, the publisher of Ubuntu, releases Charmed Kubeflow, a set of charm operators to deliver the 20+ applications that make up the latest version of...
Building Kubeflow pipelines: Data science workflows on Kubernetes – Part 2
By Rui Vasconcelos, 2 July 2020
This blog series is part of the joint collaboration between Canonical and Manceps. Visit our AI consulting and delivery services page to know more....
Demystifying Kubeflow pipelines: Data science workflows on Kubernetes – Part 1
By Rui Vasconcelos, 24 June 2020
Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is one part of a larger Kubeflow ecosystem that aims to reduce...
Kubeflow 1.0 launches
By Eduardo Aguilar Pelaez, 2 March 2020
Kubeflow 1.0 has been released today and Canonical would like to take this opportunity to congratulate the community for their hard work and leadership...
The masters speak: Forward-thinking Ubuntu users gather to share their experiences
By Katie Elston, 28 October 2019
The inaugural Ubuntu Masters event brought together leaders from some of the world’s most exciting companies to talk about their infrastructure challenges and...
Designing an open source machine learning platform for autonomous vehicles
By Galem KAYO, 9 October 2019
Self-driving cars are one of the most notable technology breakthroughs of recent years. The progress that has been made from the DARPA challenges in the early...
Machine Learning Operations (MLOps): Deploy at Scale
By Alex Cattle, 10 September 2019
Artificial Intelligence and Machine Learning adoption in the enterprise is exploding from Silicon Valley to Wall Street with diverse use cases ranging from...