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Blog posts tagged
"Kubeflow"


Andreea Munteanu
7 June 2023

Charmed MLFlow Beta is here. Try it out now!

AI Article

Canonical’s MLOps portfolio is growing with a new machine learning tool. Charmed MLFlow 2.1 is now available in Beta. MLFlow is a crucial component of the open-source MLOps ecosystem. The project announced it had passed 10 million monthly downloads at the end of 2022. With Charmed MLFlow users benefit from a platform where they can ...


Andreea Munteanu
26 May 2023

How to secure your MLOps tooling?

AI Article

Timely patching with Ubuntu Pro for fully secured MLOps Generative AI projects like ChatGPT have motivated enterprises to rethink their AI strategy and make it a priority. In a report published by PwC, 72% of respondents said they were confident in the ROI of artificial intelligence. More than half of respondents also state that their ...


Andreea Munteanu
18 May 2023

AI in the public sector: practical applications and use cases

AI Article

The public sector is investing heavily on artificial intelligence and machine learning initiatives. Deloitte AI Institute reported that 60% of government AI and data analytics investments aim to directly impact real-time operational decisions and outcomes by 2024. From automating redundant tasks to increasing the quality of services offer ...


Tytus Kurek
10 May 2023

OpenInfra Summit Vancouver 2023 is coming

Cloud and server Article

Heads up! The OpenInfra Summit Vancouver 2023 is coming!!! After the successful resurrection of the event in Berlin last year, the OpenInfra Summit is back as an in-person event again. The conference will take place in Vancouver, Canada, on June 13-15. As usual, Canonical will be there to share the latest news about OpenStack and ...


Canonical
9 May 2023

5가지 주요 MLOps 과제

AI Machine Learning

ChatGPT가 출시된 후, AI/ML 시장은 갑자기 모든 사람에게 매력적으로 다가왔습니다. 하지만 프로젝트를 시작하기가 그렇게 쉬울까요? 더 중요한 것은, AI 이니셔티브를 확장하기 위해 무엇이 필요할까요? 머신러닝 워크플로우 자동화에 대한 해답은 MLOps 또는 머신러닝 운영입니다. MLOps 도입은 DevOps를 도입하는 것과 비슷합니다, 다른 사고방식과 작업 방식을 수용해야 합니다. 하지만 이런 종류의 이니셔티브가 창출하는 투자 수익은 그만큼 노력할 가치가 ...


Canonical
12 April 2023

Charmed Kubeflow is now available on AWS Marketplace

Ubuntu Article

Run an MLOps toolkit within a few clicks on a major public cloud Canonical is proud to announce that Charmed Kubeflow is now available as a software appliance on the Amazon Web Services (AWS) marketplace. With the appliance, users can now launch and manage their machine learning workloads hassle-free using Charmed Kubeflow on AWS. This ...


Andreea Munteanu
10 April 2023

Open source MLOps at Kubecon with Canonical

AI Article

Date: 17-21 April 2023 Location: Amsterdam  Booth: P15 In just a few weeks, Kubecon will be held at RAI Convention Center, in Amsterdam, the Netherlands. After a bunch of news from the industry around AI projects, such as GPT4 or MidJourney4, Canonical is also ready to bring open source into the landscape. Among the attendees, ...


Canonical
29 March 2023

Charmed Kubeflow 1.7 is now available

AI Article

Run serverless ML workloads. Optimise models for deep learning. Expand your data science tooling.  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. T ...


Canonical
21 March 2023

Scale Enterprise AI with Canonical and NVIDIA

AI Article

Charmed Kubeflow is now certified in the NVIDIA DGX-Ready Software Program for MLOps! Canonical is proud to announce that Charmed Kubeflow is now certified as part of the  NVIDIA DGX-Ready Software program. This collaboration accelerates at-scale deployments of AI and data science projects on the highest-performing AI infrastructure, prov ...


Andreea Munteanu
8 March 2023

Charmed Kubeflow 1.7 Beta is here. Try it now!

AI Article

Canonical is happy to announce that Charmed Kubeflow 1.7 is now available in Beta. Kubeflow is a foundational part of the MLOps ecosystem that has been evolving over the years. With Charmed Kubeflow 1.7, users benefit from the ability to run serverless workloads and perform model inference regardless of the machine learning framework they ...


Andreea Munteanu
3 March 2023

Top 5 MLOps challenges

AI Article

After ChatGPT took off, the AI/ML market suddenly became attractive to everyone. But is it that easy to kickstart a project? More importantly, what do you need to scale an AI initiative? MLOps or machine learning operations is the answer when it comes to automating machine learning workflows. Adopting MLOps is like adopting DevOps, you ...


Andreea Munteanu
2 February 2023

From model-centric to data-centric MLOps

AI Article

MLOps (short for machine learning operations) is slowly evolving into an independent approach to the machine learning lifecycle that includes all steps – from data gathering to governance and monitoring. It will become a standard as artificial intelligence is moving towards becoming part of everyday business, rather than an innovative act ...