Machine Learning archives
68 posts
Charmed Kubeflow 1.6: what’s new?
By Andreea Munteanu, 13 September 2022
Kubeflow 1.6 was released on September 7, and Charmed Kubeflow 1.6 (Canonical’s distribution) came shortly after, as it follows the same roadmap. Charmed...
Join Canonical at NVIDIA GTC 2022
By Felicia Jia, 31 August 2022
As a strategic partner of NVIDIA, Canonical is proud to be one of the leading sponsors of the NVIDIA GTC again! Join us virtually at NVIDIA GTC on September...
MLOps Pipeline with MLFlow, Seldon Core and Kubeflow
By Bartłomiej Poniecki-Klotz, 13 April 2022
MLOps pipelines are a set of steps that automate the process of creating and maintaining AI/ML models. In other words, Data Scientists create multiple...
Deploying Kubeflow Pipelines with Azure AKS spot instances
By Bartłomiej Poniecki-Klotz, 10 February 2022
Introduction Charmed Kubeflow is an MLOps platform from Canonical, designed to improve the lives of data engineers and data scientists by delivering an...
WSL for data scientist
By Maciej Mazur, 10 December 2021
Windows Subsystem for Linux for data scientists Ubuntu is the number one choice for data scientists worldwide. It is also by far the most popular Linux...
Canonical Data Platform 2021 winter roundup
By robgibbon, 6 December 2021
Canonical Data Platform: that was 2021 It’s that time of the year again: many folks are panic buying cans of windscreen de-icer spray and thermal underwear,...
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...