machine learning

Rui Vasconcelos
24 June 2020

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

Article AI

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...

Rui Vasconcelos
24 June 2020

Alex Cattle
1 April 2020

Accelerate AI/ML workloads with Kubeflow and System Architecture

Webinar AI

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....

Alex Cattle
1 April 2020

Alex Cattle
10 September 2019

Machine Learning Operations (MLOps): Deploy at Scale

Webinar Cloud and server

Artificial Intelligence and Machine Learning adoption in the enterprise is exploding from Silicon Valley to Wall Street with diverse use cases ranging from the analysis of customer behaviour and purchase cycles to diagnosing medical conditions. Following on from our webinar ‘Getting started with AI’, this webinar will...

Alex Cattle
10 September 2019

Alex Cattle
25 July 2019

Getting started with AI

White paper Cloud and server

From the smallest startups to the largest enterprises alike, organisations are using Artificial Intelligence and Machine Learning to make the best, fastest, most informed decisions to overcome their biggest business challenges. But with AI/ML complexity spanning infrastructure, operations, resources, modelling and...

Alex Cattle
25 July 2019

Carmine Rimi
8 July 2019

Machine Learning: serving models with Kubeflow on Ubuntu, Part 1

Kubeflow Cloud and server

This article is the first in a series of machine learning articles focusing on model serving. I assume you’re reading this article because you’re excited about machine learning and quite possibly Kubeflow as well. You might have done some model training and are now trying to understand how to serve those models in...

Carmine Rimi
8 July 2019

Carmine Rimi
20 May 2019

Kubeflow at KubeCon Europe 2019 in Barcelona

Article AI

Kubeflow, the Kubernetes native application for AI and Machine Learning, continues to accelerate feature additions and community growth. The community has released two new versions since the last Kubecon – 0.4 in January and 0.5 in April – and is currently working on the 0.6 release, to be released in July. The key features in

Carmine Rimi
20 May 2019

Canonical
4 October 2018

Ubuntu at GTC Europe 2018

Article Cloud and server

GTC Europe 2018 Date: October 9 – 11, 2018 Location: Messe Munchen GmbH, Messegelande, 81823, Munich, Germany Venue: ICM – Internationales Congress Center Munich Booth: S11 Join Canonical at GTC Europe 2018 in Munich, Germany from the 9th of October through the 11th, where we will be showcasing our technologies across...

Canonical
4 October 2018

Canonical
3 July 2018

Introducing the Dell Precision 7530 and 7730 with Ubuntu

Article Desktop

We’re excited to see Dell announce the availability of the latest Precision mobile workstations which come preinstalled with Ubuntu 16.04 LTS. Canonical have been part of Dell’s Project Sputnik since Day 1, and over 5 years later we are excited to see continuous innovation in open source computing solutions. The Dell...

Canonical
3 July 2018

Canonical
4 June 2018

Kubernetes and OpenStack solving AI complexities at scale

Article Cloud and server

Stu Miniman and John Boyer of theCUBE interviewed Stephan Fabel, Director of Ubuntu Product and Development at the OpenStack Summit in Vancouver. Read on for the full interview, and to hear more on Kubernetes, Kubeflow and MicroK8s. OpenStack has entered a new phase, maturing to a point where those in attendance are...

Canonical
4 June 2018

Canonical
11 May 2018

OpenStack Summit Vancouver 2018

Article Cloud and server

Event Details Date: May 21-24 Location: Vancouver, BC Venue: Vancouver Convention Centre East Booth: B7 Event Link: https://www.openstack.org/summit/vancouver-2018 Event Background OpenStack Summit is the leading event in Open Infrastructure, bringing together the builders and operators for sessions and workshops on...

Canonical
11 May 2018

Canonical
18 April 2018

KubeCon + CloudnativeCon Europe 2018

Events Cloud and server

Date: May 2-4 Location: Copenhagen, Denmark Venue: Bella Center Copenhagen Booth: G-C05 The Cloud Native Computing Foundation’s flagship conference will be taking place in Copenhagen from May 2-4. It will cover Kubernetes, Prometheus OpenTracing, Fluentd, Linkerd, gRPC, CoreDNS, and other key technologies in cloud...

Canonical
18 April 2018

James Donner
28 March 2018

What can you do with Kubernetes?

Webinar Cloud and server

This is the first webinar in our Kubernetes Month series! Speaker: Vinod Kumar Date/Time: April 4, 2018 at 12PM EST / 5PM GMT Need to get up to speed with Kubernetes? This webinar will give you the primer to the Kubernetes platform that you need. You’ve probably heard that Kubernetes is great technology, but have

James Donner
28 March 2018

Alexia Emmanoulopoulou
23 May 2017

Hacking Through Machine Learning at the OpenPOWER Developer Congress

Article Cloud and server

By Sumit Gupta, Vice President, IBM Cognitive Systems 10 years ago, every CEO leaned over to his or her CIO and CTO and said, “we got to figure out big data.” Five years ago, they leaned over and said, “we got to figure out cloud.” This year, every CEO is asking their team to figure

Alexia Emmanoulopoulou
23 May 2017

Michael Hall
28 March 2017

Machine learning with snaps

Article Cloud and server

Late last year Amazon introduce a new EC2 image customized for Machine Learning (ML) workloads. To make things easier for data scientists and researchers, Amazon worked on including a selection of ML libraries into these images so they wouldn’t have to go through the process of downloading and installing them (and often...

Michael Hall
28 March 2017

Blog posts tagged "machine learning"

Blog posts tagged
"machine learning"