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Blog posts tagged
"Kubeflow"

Rui Vasconcelos
28 October 2020

Kubeflow operators: lifecycle management for data science

AI Ubuntu tech blog

Canonical, the publisher of Ubuntu, releases Charmed Kubeflow, a set of charm operators to deliver the 20+ applications that make up the latest version of Kubeflow, for easy consumption anywhere, from workstations to on-prem, public cloud, and edge. > Visit Charmed-kubeflow.io to learn more. Kubeflow, the ML toolkit on K8s Kubeflow provid ...

Andreea Munteanu
13 October 2020

Ubuntu wants to code the future of Italy

Ubuntu Ubuntu tech blog

When is CodeMotion Rome 2020: November 24th-26thLocation: virtual Italian spaceBooth: Canonical / Ubuntu Book a meeting In a year of challenges and changing times, the community gets closer and starts gathering in a different way.  From face to face meet-ups, we moved everything virtually and CodeMotion is not an exception. Made by develo ...

Rui Vasconcelos
2 July 2020

Building Kubeflow pipelines: Data science workflows on Kubernetes – Part 2

AI Ubuntu tech blog

This blog series is part of the joint collaboration between Canonical and Manceps. Visit our AI consulting and delivery services page to know more. Introduction Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is a part of the Kubeflow project that aims to reduce the complexity and time involv ...

Rui Vasconcelos
24 June 2020

Demystifying Kubeflow pipelines: Data science workflows on Kubernetes – Part 1

AI Ubuntu tech blog

Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is one part of a larger Kubeflow ecosystem that aims to reduce the complexity and time involved with training and deploying machine learning models at scale. In this blog series, we demystify Kubeflow pipelines and showcase this method to produce ...

Rui Vasconcelos
26 May 2020

Kubernetes for Data Science: meet Kubeflow

AI Ubuntu tech blog

Deep Learning is set to thrive Data science has exploded as a practice in the past decade and has become an undisputed driver of innovation. The forcing factors behind the rising interest in Machine Learning, a not so new concept, have consolidated and created an unparalleled capacity for Deep Learning, a subset of Artificial Neural ...

Martin Wimpress
24 April 2020

What’s new in Ubuntu Desktop 20.04 LTS?

Desktop Ubuntu tech blog

Well, here it is! Ubuntu is the world’s most popular open-source desktop operating system, and we think this is our best release to date. Ubuntu 20.04 LTS is an enterprise-grade, secure, cost-effective operating system for organisations and home users. Before I summarise the changes in this release, let’s address something I’ve seen discu ...

Alex Cattle
1 April 2020

Accelerate AI/ML workloads with Kubeflow and System Architecture

AI Ubuntu tech blog

AI/ML model training is becoming more time consuming due to the increase in data needed to achieve higher accuracy levels. This is compounded by growing business expectations to frequently re-train and tune models as new data is available. The two combined is resulting in heavier compute demands for AI/ML applications. This trend is set t ...

Eduardo Aguilar Pelaez
2 March 2020

Kubeflow 1.0 launches

AI Ubuntu tech blog

Kubeflow 1.0 has been released today and Canonical would like to take this opportunity to congratulate the community for their hard work and leadership (link). What is Kubeflow? Kubeflow is an open source artificial intelligence / machine learning (AI/ML) tool that helps improve deployment, portability and management of AI/ML models. This ...

anaqvi
23 November 2019

KubeCon San Diego 2019 Flashback

Ubuntu Ubuntu tech blog

KubeCon San Diego 2019 was a blast; lot’s of sun, beer, food, amazing projects and learning opportunities! It was great to see the community come together for the love of all things Kubernetes. The Canonical booth was buzzing with excitement around MicroK8s, Multipass and Kubernetes clustering on that DIY Raspberry Pi clusters running Ubu ...

anaqvi
22 October 2019

NVIDIA GPU Operator – Simplifying AI/ML Deployments on the Canonical Platform

Ubuntu Ubuntu tech blog

Leveraging Kubernetes for AI deployments is becoming increasingly popular. Chances are if your business is involved in AI/ML with Kubernetes you are using tools like Kubeflow to reduce complexity, costs and deployment time. Or, you may be missing out! With AI/ML being the tech topics of the world, GPUs play a critical role in the ...

Canonical
17 October 2019

Ubuntu 19.10 delivers Kubernetes at the edge, multi-cloud infrastructure economics and an integrated AI/ML developer experience

AI Ubuntu tech blog

17th October 2019: Canonical today announced the release of Ubuntu 19.10 with a focus on accelerating developer productivity in AI/ML, new edge capabilities for MicroK8s and delivering the fastest GNOME desktop performance.  “In the fifteen years since the first Ubuntu release, we have seen Ubuntu evolve from the desktop to become the pla ...

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