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The AI/ML team at Canonical is happy to announce the release of Charmed Kubeflow 1.8 Beta and invites you to share your feedback. If you want to learn about the updates in this upcoming release first, be sure to join our livestream on 5 October. Canonical’s Kubeflow team will discuss what Charmed Kubeflow 1.8 brings to the table and dig into the details. Some of the updates that we will cover during the livestream include.

Learn how to elevate the security of your Ubuntu servers by creating a CIS-hardened Ubuntu Pro AMI using only the AWS web console. Join Canonical Public Cloud Alliance Director Carlos Bravo in this step-by-step tutorial as he walks through the hardening process utilizing the Ubuntu Security Guide (USG) tool to ensure your system's security aligns with industry standards including CIS and DISA-STIG.

Aaron Whitehouse, Senior Director of Public Cloud Enablement at Canonical, explains why you need to be thinking about open source dependencies in your software pipelines. He covers three main areas of software dependency management: ESM is part of Canonical's Ubuntu Pro offering and gives developers access to approximately 30,000 packages that they can build on, confident in the knowledge that Canonical will patch high and critical vulnerabilities for up to 10 years while preserving API stability -- regardless of the upstream project's support lifecycle.

Schools and universities need affordable and secure learning tools to equip their students. IT managers at these institutions also want peace of mind: they need systems that are easy to manage and built with industry-leading security and privacy measures.

In this tutorial, Ubuntu Server engineer Andreas Hasenack demonstrates how to leverage PGP with your hardware security key to create an additional layer of security for OpenSSH access.

Just as the prophecy foretold, the Ubuntu 23.10 Mantic Minotaur has been revealed! Few creatures from mythology have captured the imagination of mankind quite like the legendary Minotaur. The word Mantic is used to describe one’s ability to prophesy or reach into the future. Our lead designer, Marcus Haslam, pulled inspiration from the ancient past when creating our iconic Minotaur Mascot and new official wallpapers.

MLFlow is an open source platform used for managing machine learning workflows. It is a crucial component of the open source MLOps ecosystem, having passed 10 million monthly downloads at the end of 2022. It has four main components that ensure experiment tracking, model registry, model deployment and code packaging. Join our webinar to learn more about MLFlow During this webinar, Andreea Munteanu will discuss MLFlow and Charmed MLFlow, Canonical’s distribution of the open source platform.

Big data and artificial intelligence (AI) go hand in hand. Used for tasks like trend prediction, process automation and research, these two technologies can help organisations solve some of the toughest problems. However, the growing volume of data and increasing diversity of data sources make it difficult to use data and AI effectively and at scale.

Learn how to maximize developer productivity by leveraging large language models for rapid code refactoring. Large language models like ChatGPT have tremendous potential to automate repetitive coding tasks and boost team effectiveness. In this MAAS Show And Tell, Peter Makowski, Senior Web Engineer at Canonical, shares insights and a real-world example of using LLM for a successful large-scale migration of hundreds of tests from enzyme to @testing-library/react.

In this video you will learn how to Install OpenStack in five simple steps. Looking for an easy OpenStack installation tutorial for beginners? Break the ice with OpenStack today by watching this video.