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Blog posts tagged
"AI"

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 ...

Eduardo Aguilar Pelaez
3 April 2020

Edge AI in a 5G world – part 4: How your business can benefit from ‘smart cell towers’

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Recap In part 1 we talked about the industrial applications and benefits that 5G and fast compute at the edge will ...

Eduardo Aguilar Pelaez
2 April 2020

Edge AI in a 5G world – part 3: Why ‘smart cell towers’ matter to AI

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Recap In part 1 we talked about the industrial applications and benefits that 5G and fast compute at the edge will ...

Eduardo Aguilar Pelaez
2 April 2020

Edge AI in a 5G world – part 2: Why make cell towers smart?

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Recap In part 1 we talked about the industrial applications and benefits that 5G and fast compute at the edge will ...

Eduardo Aguilar Pelaez
31 March 2020

Edge AI in a 5G world – part 1: How ‘smart cell towers’ will change our lives

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Series overview In part 1 we will talk about the industrial applications and benefits that 5G and fast compute at the ...

Alex Cattle
6 February 2020

Edge AI in a 5G world

AI Ubuntu tech blog

Deploying AI/ML solutions in latency-sensitive use cases requires a new solution architecture approach for many businesses. Fast computational units (i.e. GPUs) and low-latency connections (i.e. 5G) allow for AI/ML models to be executed outside the sensors/actuators (e.g. cameras & robotic arms). This reduces costs through lower hardware ...

Canonical
7 November 2019

Canonical collaborates with NVIDIA to accelerate enterprise AI adoption in multi-cloud environments and at the edge

AI Ubuntu tech blog

Enterprises currently face the challenge of how to adopt and integrate AI and ML into their operations effectively, at scale and with minimum complexity. In tandem, today’s AI workloads have become increasingly advanced and the compute power required to support them has exponentially increased.  Canonical and NVIDIA have collaborated to h ...

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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