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Retail is being reinvented by Artificial intelligence, and Machine Learning and retailers are challenged to respond to customers’ needs and preferences. From personalised promotions to inventory management, there is a wide spectrum of ai use cases in retail that are addressed by technological innovations. It is an industry that is rich in data, and more than using it to connect dots, machine learning retail solutions needs to gather insights to offer a better experience and retain clients.

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We're pleased to announce that Ubuntu Pro, the expanded security maintenance and compliance subscription, is now offered in public beta for data centres and workstations. In this video, Canonical CEO Mark Shuttleworth highlights the company's community commitment and mission to make open source more easily consumable by everyone.

Many clients have specific requirements for running their EKS Kubernetes clusters with Ubuntu: OS alignment across platforms, sysadmin knowledge or specific kernel features such Real Time Kernel or FIPS mode. If your workloads need to run on FIPS mode for compliance, you will not only need to create your containers on FIPS mode (in other words, with FIPS certified crypto libraries) but also, since containers share kernel with host/worker nodes, you need to have also the worker node's kernel running on FIPS mode.

We're pleased to announce that Ubuntu Pro, the expanded security maintenance and compliance subscription, is now offered in public beta for data centres and workstations. In this video, Canonical CEO Mark Shuttleworth highlights the company's community commitment and mission to make open source more easily consumable by everyone.

In this video, Canonical's Public Cloud Alliance Director Hugo Huang shares how to create Virtual Machines using Google Cloud Pro, and how to approach confidential computing with Ubuntu and Google cloud.

Systemd support has arrived in WSL - unlocking a huge number of quality of life features for managing processes and services. This is particularly useful for web developers who want to set up and develop service applications inside WSL before deploying them to the cloud. In this video, Canonical Product Manager Oliver Smith shares how you can leverage this, and easily install a complete Ubuntu terminal environment in minutes on Windows with Windows Subsystem for Linux (WSL).

Kubeflow 1.6 is finally here! 🎉🎉🎉 The open source MLOps platform of choice keeps evolving year over year, growing in popularity and available features. Learn about the technical aspects of the new release and listen to a deep dive into the new features with the engineering team of Charmed Kubeflow. We will be talking about pipelines, Katib and the news about the scheduler.

How are FIPS Certified and FIPS Compliant implementations different? What makes the most sense for your organisation? The answer may surprise you. As consumers, we are prone to accept something that’s certified as best-in-class. When it comes to FIPS, which offering provides the best security posture? Watch this short video to learn about the difference. Subscribe to our Channel for more content. And follow our other social accounts.

Kernel Livepatch is a feature of Ubuntu Pro that reduces downtime while keeping your Ubuntu systems secure and compliant. Watch the video for a brief introduction to Livepatch and a technical demonstration of how it works on an Ubuntu Pro instance on Microsoft Azure.