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Blog posts tagged
"AI/ML"

Kris Sharma
7 February 2023

Secure open source MLOps for AI/ML applications in financial services

Financial Services Article

The adoption of AI/ML in financial services is increasing as companies seek to drive more robust, data-driven decision processes as part of their digital transformation journey. For global banking, McKinsey estimates that AI technologies could potentially deliver up to $1 trillion of additional value each year. But productionising machine ...

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 ...

Miona Aleksic
30 January 2023

Don’t get left behind – Meet Canonical at MWC Barcelona 2023 & let’s talk Telco

Telecommunications Article

Join Canonical and Ubuntu at Mobile World Congress Barcelona 2023 to discuss open source innovation in telecommunications. ...

Andreea Munteanu
23 January 2023

What is MLOps going to look like in 2023?

Ubuntu Article

While AI seems to be the topic of the moment, especially in the tech industry, the need to make it happen in a reliable way is becoming more obvious. MLOps, as a practice, finds itself in a place where it needs to keep growing and remain relevant in view of the latest trends. Solutions like ...

Oliver Smith
4 January 2023

WSL and Ubuntu: 2022 year in review

Desktop Article

Join us as we look back at some of the transformative changes to WSL over the last year as well as a roundup of our personal highlights and Ubuntu insights. ...

Andreea Munteanu
14 December 2022

What is MLOps?

AI Article

MLOps is the short term for machine learning operations and it represents a set of practices that aim to simplify workflow processes and automate machine learning and deep learning deployments. It accomplishes the deployment and maintenance of models reliably and efficiently for production, at a large scale. MLOps is slowly evolving into ...

Andreea Munteanu
24 November 2022

AI/ML in retail: how the shopping experience has changed

AI Article

From brick-and-mortar stores to online marketplaces, retail companies are all increasing their investments in artificial intelligence, in order to gain a competitive advantage! ...

Canonical
8 November 2022

Charmed Kubeflow now integrates with MindSpore

AI Article

The integration allows users to leverage deep learning for AI/ML projects within the MLOps platform On 8 November 2022, at Open Source Experience Paris, Canonical announced that Charmed Kubeflow, Canonical’s enterprise-ready Kubeflow distribution, now integrates with MindSpore, a deep learning framework open-sourced by Huawei.  Charmed Ku ...

Andreea Munteanu
8 November 2022

A hands-on guide to work with MindSpore on Kubeflow

AI Article

Looking at the report that Gartner did in 2022 regarding top technology trends, AI engineering represents an important pillar in the near future. It is composed of three core technologies: DataOps, MLOps and DevOps.The discipline’s main purpose is to develop AI models that can quickly and continuously provide business value. For instance, ...

Andreea Munteanu
4 November 2022

Learn about MLOps: Kubeflow at OSXP 2022

AI Article

When: 8-9 November 2022 Where: Booth E32, OSXP Palais de Congres, Paris Open Source Experience is the meeting place for the entire open-source software industry. It gathers more than 4,500 professionals, allowing them to deep dive into open-source technologies, solutions and challenges in France and Europe. The event delves into topics li ...

Andreea Munteanu
26 October 2022

Kubeflow just applied to join CNCF – what does it mean for you?

AI Article

Google just announced that they have submitted an application for Kubeflow to become an incubating project in the Cloud Native Computing Foundation (CNCF). It is an initiative supported by the Kubeflow Project Steering group. The request is visible to everyone and it represents a game changer for the rhythm which Kubeflow will develop. It ...

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