A deep dive into Kubeflow pipelines 
Canonical » MLOps
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3w ago
Widely adopted by both developers and organisations, Kubeflow is an MLOps platform that runs on Kubernetes and automates machine learning (ML) workloads. It covers the entire ML lifecycle, enabling data scientists and machine learning engineers to develop and deploy ML models. Kubeflow is designed as a suite of leading open source project ..read more
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Edge AI: what, why and how with open source
Canonical » MLOps
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2M ago
Edge AI is transforming the way that devices interact with data centres, challenging organisations to stay up to speed with the latest innovations. From AI-powered healthcare instruments to autonomous vehicles, there are plenty of use cases that benefit from artificial intelligence on edge devices. This blog will dive into the topic, capt ..read more
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AI on-prem: what should you know?
Canonical » MLOps
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3M ago
Organisations are reshaping their digital strategies, and AI is at the heart of these changes, with many projects now ready to run in production. Enterprises often start these AI projects on the public cloud because of the ability to minimise the hardware burden. However, as initiatives scale, organisations often look to migrate the workl ..read more
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AI in 2024 – What does the future hold?
Canonical » MLOps
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4M ago
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Building a comprehensive toolkit for machine learning
Canonical » MLOps
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5M ago
In the last couple of years, the AI landscape has evolved from a researched-focused practice to a discipline delivering production-grade projects that are transforming operations across industries. Enterprises are growing their AI budgets, and are open to investing both in infrastructure and talent to accelerate their initiatives – so it ..read more
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Canonical at AWS re:Invent – What you need to know!
Canonical » MLOps
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5M ago
Though the Las Vegas Grand Prix has come to a close, the Canonical team is gearing up for the next big race at AWS re:Invent, slated for November 27-December 1, 2023. After a thrilling event in 2022, we’re excited and proud to be a sponsor once again in 2023. Learn more about the ways that ..read more
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Canonical releases Charmed Kubeflow 1.8
Canonical » MLOps
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5M ago
Canonical, the publisher of Ubuntu, announced today the general availability of Charmed Kubeflow 1.8. Charmed Kubeflow is an open source, end-to-end MLOps platform that enables professionals to easily develop and deploy AI/ML models. It runs on any cloud, including hybrid cloud or multi-cloud scenarios. This latest release also offers the ..read more
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Charmed Kubeflow 1.8 Beta is here
Canonical » MLOps
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7M ago
Have you heard the news? Charmed Kubeflow 1.8 is available in Beta. Kubeflow is the foundation of Canonical MLOps. The latest release brings improved capabilities to personalise different components of the platform, including the images that can be used in Notebooks. We are looking for data scientists, machine learning engineers, creators ..read more
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Learn about all things Kubeflow at Kubeflow Summit 2023
Canonical » MLOps
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7M ago
The Kubeflow community is meeting again this year to celebrate their success, learn from their users and discuss some of the challenges of the open source world in the MLOps context. Kubeflow Summit 2023 will take place on October 6 2023, in a hybrid format.  Attendees can join in person at Irving Convention Center or ..read more
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Ubuntu AI podcast: Understanding MLOps and Observability
Canonical » MLOps
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7M ago
The podcast Welcome to Ubuntu AI podcast! From fun experiments to enterprise projects, AI became the center of attention when it comes to innovation, digital transformation and optimisatation. Open source technologies democratised access to state of the art machine learning tools and opened doors for everyone ready to embark on their AI j ..read more
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