Data pipelines are the backbone of Machine Learning projects. They are responsible for collecting, storing, and processing the data that is used to train and deploy machine learning models. Without a data pipeline, it would be very difficult to manage the large amounts of data that are required for machine learning projects.
Why do we want to eliminate trust? Isn’t trust a good thing that we should foster and grow? And shouldn’t computing platforms trust their end-users, and vice versa? The short answer is no. And I would argue that the very goal of system security has always been to reduce trust.
In recent years, data science, AI and software development have become a key focus area for organisations operating in every sector of the economy. This creates a pressing need to adopt Linux desktops in the enterprise, as research clearly shows a growing number of data scientists and developers prefer operating systems like Ubuntu.
April 4th, 2023, London, UK: Canonical announced the release of Landscape 23.03 with broader CPU architecture compatibility, and improved management and monitoring capabilities for Ubuntu. Landscape 23.03 manages all Ubuntu versions and derivatives from Ubuntu 16.04 LTS onwards, in addition to Debian Bullseye. Launching and configuring Landscape is faster and simpler than ever before.
After the rough COVID-19 years, 2022 has seen the start of economic improvements. Although the automotive industry is experiencing its worst sales numbers in over a decade, it saw increased profits thanks to strong demand, allowing for higher prices. Geopolitical issues such as the war in Ukraine and microchip shortages are forcing analysts and OEMs to remain careful regarding their forecasted results.
Devices are everywhere but they all need maintenance. Maintaining household gadgets such as laptops, printers and smart watches has become easier over the years as update technology evolves. Today, users do not have to even think about updates – they can seamlessly take place in the background or overnight. These updates take place over-the-air (OTA) and have revolutionised the way that we keep hardware, software or firmware maintained.
Canonical, the publisher of Ubuntu, announced today the general availability of Charmed Kubeflow 1.7. Charmed Kubeflow is an open-source, end-to-end MLOps platform that can run on any cloud, including hybrid cloud or multi-cloud scenarios. This latest release offers the ability to run serverless machine learning workloads and perform model serving, regardless of the framework that professionals use.
Developers love Visual Studio Code (VSCode) for its flexibility and for its goldilocks balance of powerful features and lightness / speed. VSCode is a popular choice for developers using Linux, but even those using VSCode on Mac or Windows often look for ways to use VSCode with a Linux environment. This can present a challenge.
System hardening means locking down a system and reducing its attack surface: removing unnecessary software packages, securing default values to the tightest possible settings and configuring the system to only run what you explicitly require. Let’s take an example from daily life.
Everyone knows that MicroK8s is an extremely lightweight, extensible, reliable, CNCF-compliant distribution of Kubernetes. What you didn’t know until now is that it is even easier to install and manage as part of your AWS marketplace experience. First, a quick reminder of why MicroK8s is great: What is new is that MicroK8s is now available on the AWS marketplace, combining all of MicroK8s advantages with the convenience of AWS.
