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  1. Blog
  2. Andreea Munteanu
Andreea Munteanu

Andreea Munteanu

69 posts

Andreea Munteanu
14 October 2022

Hyperparameter tuning for ML models

AI Article

To create a machine learning model, you need to design and optimise the model’s architecture. This involves performing hyperparameter tuning, to enable developers to maximise the performance of their work. How do hyperparameters differ from model parameters? Michal Hucko, Kubeflow engineer, and Andreea Munteanu, Product Manager will host ...

Andreea Munteanu
4 October 2022

Kubeflow 1.6 on Kubernetes 1.23 and beyond

AI Article

Kubeflow is an open-source MLOps platform that runs on top of Kubernetes. Kubeflow 1.6 was released September 7 2022 with Canonical’s official distribution, Charmed Kubeflow, following shortly after. It came with support for Kubernetes 1.22. However, the MLOps landscape evolves quickly and so does Charmed Kubeflow.  As of today, Canonical ...

Andreea Munteanu
16 September 2022

FAQ: MLOps with Charmed Kubeflow

AI Article

Charmed Kubeflow is Canonical’s Kubeflow distribution and MLOps platform. The latest release shipped on 8 September. Our engineering team hosted a couple of livestreams to answer the questions from the community: a beta-release webcast and a technical deep-dive. In case you missed them, you can read the most frequently asked questions (FA ...

Andreea Munteanu
13 September 2022

Charmed Kubeflow 1.6: what’s new?

AI Article

Kubeflow 1.6 was released on September 7, and Charmed Kubeflow 1.6 (Canonical’s distribution) came shortly after, as it follows the same roadmap. Charmed Kubeflow introduces a new version of Kubeflow pipelines as well as model training enhancements.  Read our official press release. Kubeflow pipelines: a better user experience Kubeflow pi ...

Andreea Munteanu
17 August 2022

Charmed Kubeflow 1.6 Beta is out: try it today!

AI Article

We are happy to announce that Charmed Kubeflow 1.6 is now available in Beta. Kubeflow has evolved into an end-to-end MLOps platform for optimised complex model training. We’re looking for data scientists, ML engineers and developers to take the Beta release for a drive and share their feedback! Read on to learn more. Read more ...

Andreea Munteanu
2 June 2021

Kubernetes and Ubuntu in Italy

Ubuntu Article

The Italian version of the blog post is also available Multi-cloud infrastructure At the beginning of May, the speakers & moderators of the event organized by Canonical went to the Italian virtual space and enjoyed the presence of experts from DXC, GARR, and Canonical, who shared with us their knowledge about multi-cloud infrastructure. D ...

Andreea Munteanu
19 April 2021

Multi-cloud infrastructure in Italy

Cloud and server Article

The Italian version of the blog post is also available When: 12th of May 2021,10AM – 12PM EETWhere: Italian virtual space Talk multi-cloud infrastructure Time is flying and there is less than one month left before the first event that Canonical & Ubuntu organise in Italy. The main topic of the live talk will be ...

Andreea Munteanu
17 March 2021

Ubuntu in the wild – 17th of March 2021

Cloud and server Article

The Ubuntu in the wild blog post ropes in the latest highlights about Ubuntu and Canonical around the world on a bi-weekly basis. ...

Andreea Munteanu
17 March 2021

Kubeflow operations guide

Ubuntu Article

Operating MLOps stacks alike Kubeflow in an increasingly multi-cloud world will be a key topic as this market and Kubernetes adoption grow. Kubeflow operations webinar To discuss this topic, Canonical is holding a live webinar next week, on 23rd of March, 5PM UTC. Besides the key points listed below, the webinar will also have a ...

Andreea Munteanu
5 March 2021

Code the future together using Ubuntu

Cloud and server Article

Where: CodeMotion 2021 – Italian edition When: March 23rd – 25th 2021 Location: virtual Italian space Get your ticket Described by the organisers as an event made by developers for developers, CodeMotion is an event that we love to attend. In November last year, we announced that Ubuntu wanted to code the future of Italy ...

Andreea Munteanu
2 March 2021

Ubuntu in the wild – 2nd of March 2021

Cloud and server Article

The Ubuntu in the wild blog post ropes in the latest highlights about Ubuntu and Canonical around the world on a bi-weekly basis. It is a summary of all the things that made us feel proud to be part of this journey. What do you think of it? Why companies are still going manual Companies ...

Andreea Munteanu
22 February 2021

Still figuring out what is Kubeflow?

Kubeflow Article

Kubeflow has become quite popular in the MLOps community as the tool that enables data science teams to automate their workflows from data preprocessing to model deployment on Kubernetes. However, with it’s made of many pieces, and while it keeps evolving, how can you effectively start using? Learn Kubeflow from online courses Started by ...

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