Tag: ml

Functionality

August 15, 2023 / August 17, 2023 by UbiOps

Pros and cons of different techniques More and more companies are actively using artificial intelligence (AI) in their business, and, slowly but surely, more models are being brought into production. When making the step towards production, inference time starts to play an important role. When a model is external user facing, you typically want to […]

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Functionality Technology

July 28, 2023 / August 17, 2023 by UbiOps

Artificial Intelligence (AI) has emerged as a world-changing technology with a wide range of applications across industries. From virtual assistants to autonomous vehicles and advanced data analytics, AI has started to revolutionize the way we live and work. However, most AI algorithms require a very large amount of computational power to process and analyze all the necessary data. This is where […]

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Collaborations Functionality Technology

June 12, 2023 / July 26, 2023 by UbiOps

Agritech & AI working together Business owners in the horticultural sector and agritech can use automated image recognition to automate their crop observations and thereby optimize harvest and work scheduling. This pioneering technology is being developed by Ridder and is in part made possible thanks to UbiOps’ computation power. The sector has the opportunity to […]

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Blog Technology UbiOps

June 2, 2023 / September 27, 2023 by UbiOps

  MLOps: must-know information for getting started with operationalizing machine learning In recent years, businesses have increasingly been trying to apply machine learning (ML) to their data. This has led to improved efficiency and cost savings for those who succeeded, because ML can be used to automate routine tasks and gain insights from data that […]

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Blog Functionality Product update

June 1, 2023 / July 26, 2023 by UbiOps

Training Machine Learning models in the cloud from scratch can be a challenging task. In this post we will dive into why UbiOps is not only useful for running and scaling model inference, but can also be used to run training jobs for Machine Learning models. UbiOps has a built-in functionality for managing and running […]

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Functionality Product update

June 1, 2023 / July 31, 2023 by UbiOps

UbiOps release news – version 2.24.0 On the 1st of June 2023 we released new functionality and made improvements to our UbiOps SaaS platform. On this page we will walk you through the changes with some examples of how to use the new functionality Python client library version for this release: 3.15.0CLI version for this release: 2.15.0 […]

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Collaborations Technology

May 23, 2023 / July 26, 2023 by UbiOps

With automated digital analysis of drones and other images, Pheno-Inspect is helping agricultural companies and fruit growers to improve their crops and harvests. For the calculations, this young German company uses on-demand GPUs which are available on the UbiOps’ platform

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Functionality Technology

May 18, 2023 / July 26, 2023 by UbiOps

Using GPUs alongside CPUs to do ML-model inference is a great step to take if speed and performance is crucial.

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Blog Functionality Product update

April 19, 2023 / July 26, 2023 by UbiOps

UbiOps release news – version 2.23.0 On the 20th of April 2023 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the changes is given below. Python client library version for this release: 3.15.0 CLI version for this release: 2.15.0 ✔️Support for Training (Beta) We added new functionality […]

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Blog Events

April 18, 2023 / July 26, 2023 by UbiOps

We attended the LLMs in Production conference, hosted digitally by the MLOps Community - a fantastic conference with excellent speakers.

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Blog Technology UbiOps

April 15, 2023 / July 26, 2023 by UbiOps

AI in clinical care: There are many factors at play when it comes to getting AI adopted in routine clinical care. From regulations to architecture problems.

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Functionality Technology UbiOps

April 12, 2023 / September 27, 2023 by UbiOps

UNET is a commonly used neural network architecture in biomedical image segmentation. Use UbiOps to run it in the cloud!

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Blog Functionality

April 6, 2023 / July 26, 2023 by UbiOps

Using APIs as a clean interface between the analytics and the application that makes use of them allows for faster product development.

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Blog Functionality Technology UbiOps

March 31, 2023 / September 4, 2023 by UbiOps

Impending GPU shortage due to explosion in demand: 2023 update on how to tackle the shortage of GPUs

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Events Technology

March 13, 2023 / July 26, 2023 by UbiOps

The field of machine learning (ML) is growing rapidly, with companies entering at a rapid pace. It’s clear that incorporating machine learning into your business is the way to go, and the best way to do that is by applying MLOps.  The MLOps community is booming, and MLOps conferences are a great way to stay […]

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Collaborations Functionality

March 2, 2023 / July 26, 2023 by UbiOps

The Hague, Netherlands. 01.03.2023. UbiOps joined the NVIDIA AI Accelerated program! As part of the initiative, UbiOps will work closely with NVIDIA to optimize its platform for NVIDIA GPU-accelerated computing, enabling customers to quickly deploy and scale their machine learning models. “We’re thrilled to be a part of the NVIDIA AI Accelerated program,” says UbiOps […]

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Functionality Technology UbiOps

February 20, 2023 / July 26, 2023 by UbiOps

A new file system in UbiOps We recently released a new file system at UbiOps, which makes it a lot easier to work with files on the UbiOps platform. To show you how the new system works I will walk you through an example. In the last release we changed our file system from working […]

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Technology UbiOps

February 7, 2023 / July 26, 2023 by UbiOps

Ten articles UbiOps recommends for you to read to get started with machine learning operations Machine learning is a hot topic: the release of ChatGPT fired the imagination of many. How can artificial intelligence (AI) help us make progress in our organisations? Your customers can benefit from improved products and services powered by AI solutions. […]

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Functionality Technology UbiOps

January 19, 2023 / July 26, 2023 by UbiOps

Exciting things you can build with the new UbiOps operators! In our first blog on pipeline operators, we used them to speed up a video processing pipeline. Specifically, we used the create subrequests and the collect subrequests operators to analyze multiple frames of the video simultaneously, by introducing parallelization. This time we will highlight three […]

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Collaborations Functionality

December 19, 2022 / July 26, 2023 by UbiOps

Working with the Netherlands Cancer Institute, Ellogon.AI has developed a faster and more efficient method of determining whether a cancer patient may benefit from immunotherapy. The tool used for this, EIDOS, is based on big data and artificial intelligence (AI) and runs on the UbiOps platform. As a result, the service was able to go […]

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Collaborations UbiOps

December 14, 2022 / July 26, 2023 by UbiOps

Samen met het Nederlands Kanker Instituut heeft Ellogon.AI een methodiek ontwikkeld om sneller en adequater te bepalen of een kankerpatiënt baat kan hebben bij immunotherapie. De tool waarmee dat gebeurt, EIDOS, is gebaseerd op big data en artificial intelligence (AI) en draait op het UbiOps-platform. Daardoor kon de service sneller live gaan, als SaaS-oplossing worden […]

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Technology UbiOps

October 6, 2022 / September 4, 2023 by UbiOps

What type of applications would benefit from using GPUs? Graphical processing units (GPUs) have been around for decades and were originally used for gaming, graphics rendering and more recently for the mining of bitcoins, in the last decade, their use has extended to Machine Learning (ML) too. Their ability to process tens of thousands of […]

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Collaborations Functionality Security UbiOps

October 5, 2022 / July 26, 2023 by UbiOps

Pushing your ML project to production? Here’s what to look out for Written in collaboration with James Stewart from TrojAI In the last few years, there has been a lot of development in the field of MLOps. New tools for supporting various operational tasks of the MLOps life cycle have popped up, and more ML projects […]

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Blog Functionality

August 18, 2022 / July 26, 2023 by UbiOps

in this article we will explain in more detail the differences between Slurm, Kubernetes and UbiOps.

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