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A growing number of car companies have made their autonomous vehicle (AV) datasets public in recent years. Daimler fueled the trend by making its Cityscapes dataset freely available in 2016. Baidu and Aptiv respectively shared the ApolloScapes and nuScenes datasets in 2018. Lyft, Waymo and Argo followed suit in 2019. And more recently, a ...
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 ...
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 ...
Machine Learning and AI in 2019: A recent survey conducted by Dresner Advisory Services shows Machine Learning and AI to rank as highest priority for enterprises. R&D, Marketing, Sales, Insurance, Fintech, Telco, Retail and Healthcare enterprise rank machine learning as their biggest bet and believe it is critical to their success. “2019 ...
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 dive into what succe ...
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 compliance and security, ...
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 production. There ...
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 ...
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 AI/ML. Canonical wil ...
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 Precision 7530 and 77 ...
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 serious about open ...
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 containers, CI/CD, t ...
