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MLOps Pipeline with MLFlow, Seldon Core and Kubeflow

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 notebooks while building their experiments, and naturally the next step is a transition from experiments to production-ready code. The best way to do this is to build an effective MLOps pipeline. What’s the alternative, I hear you ask? Well, each time you want to create a model, you run your notebooks manually.

Canonical Experiences Record Channel Business Growth and Momentum

7 April 2022 – Canonical, the publisher of Ubuntu, announced today that its channel partner program has seen upwards of 240% growth within the past year. At the forefront of this momentum is the continued growth of the company’s partner-led business, with new and existing partners actively driving Canonical’s offerings into the market.

A guide to Linux for embedded applications

An embedded device is a hardware and software system that performs a dedicated function within a larger computer system. It is typically resource-constrained and comprises a processing engine. The software of an embedded Linux system runs on top of the Linux kernel, the fundamental core of the OS with complete control over everything occurring in the system. It follows an embedded Linux system simply denotes an embedded system running on the Linux kernel.

OpenStack Yoga on Ubuntu LTS delivers highly performant infrastructure for telcos and researchers with SmartNICs and DPUs

March 31, London – Canonical today announced the general availability of OpenStack Yoga on Ubuntu 22.04 Long Term Support (LTS) Beta and Ubuntu 20.04 LTS. This new version of OpenStack sets a foundation for next-generation, highly performant infrastructure as needed by telco NFV, media streaming, traffic analysis and HPC services, using SmartNIC cards and integrating them with the Neutron Open Virtual Network (OVN) driver.

Getting started with Juju and Charmed Operators: three awesome videos

Getting started with software can be confusing – depending on the complexity of the software, of course. Despite the extensive documentation available for Charmed Operator SDK and Juju some just prefer to watch video material to start with. So, let’s take the opportunity to have a look at available tutorials and presentations available on the Internet.

Open source security coverage and compliance with Ubuntu Pro on public clouds

For businesses utilising public clouds, choosing an open source platform offers considerable advantages. Open source solutions can help reduce costs, provide access to the most leading-edge enterprise-grade features, and eliminate risks such as vendor lock-in, lack of support, or long-term security maintenance.

The journey from mir-kiosk to Ubuntu Frame

We now deliver Ubuntu Frame, a display server for embedded devices that makes it easy for developers to deploy their graphics applications on Linux. Ubuntu Frame simplifies the development of embedded displays such as digital signage solutions, kiosks, IoT devices, robots, and more. In this blog, we will discuss the migration from mir-kiosk to Ubuntu Frame.