Tag: #datascience

Functionality Product update UbiOps

March 15, 2023 / July 26, 2023 by UbiOps

In our previous blogs on pipeline operators, we saw how we could use the pipeline operators to speed up our inference, to add unit tests to the input of our machine learning model and to conditionally routing the pipeline request to one way or the other.  With UbiOps latest release, v2.22.0, we introduced a new […]

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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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Collaborations Technology

November 22, 2022 / July 26, 2023 by UbiOps

Applying artificial intelligence to optimize your supply chain comes with many time-consuming challenges such as model development, model deployment, a user-friendly interface for business users and required organizational change. This article explains how analytics is applied and developed for a client in minimal time.  Situation  The case concerns a customer in the logistics industry with […]

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Functionality UbiOps

May 30, 2022 / July 26, 2023 by UbiOps

A simple way to figure out your requirements.txt Whenever you’re working with Python, you will need to manage your dependencies as you install and use multiple libraries. Poor dependency management is notorious for causing conflicts in production and causing the typical “It worked on my laptop” issue. Python environments differ from one environment to another. […]

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Blog Whitepapers

January 1, 2022 / January 5, 2024 by UbiOps

This article is written for managers who are starting with data science and clarifies what phases one goes through from data collection to deployment in production.  It also touches upon the different tools...

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Blog Technology UbiOps

September 22, 2021 / January 5, 2024 by UbiOps

MLOps (Machine Learning Operations) is the set of practices, processes and principles that help us in deploying, running and maintaining machine learning algorithms at scale in live production environments.

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Blog

December 15, 2020 / July 26, 2023 by UbiOps

  Why did BAM Energy Systems decide to use UbiOps? “BAM Energy Systems uses a large variety of IoT data from devices such as solar panels, heat pumps and temperature sensors to run analyses on and optimise buildings and systems. Our data team currently uses the BAM Building Analytics (BA) platform to collect, analyse and […]

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Blog

November 26, 2020 / January 5, 2024 by UbiOps

(2020 version) In a previous article I explained how to deploy a single data science deployment onto UbiOps that could be used for object recognition. However, in the real world, it is often not that simple. In reality, you usually don’t have a single model with perfect input and output. Rather, there is a chain […]

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Blog

October 7, 2020 / January 5, 2024 by UbiOps

Review of explainability techniques. Do they suffice our needs? In the past 6 months, I have spoken to representatives of nearly a hundred companies and had insightful conversations about the data science activities in their organizations. Besides discovering and rediscovering many times how many businesses underestimate the hurdle of deploying, upscaling, and monitoring their machine […]

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Blog Support

September 23, 2020 / January 5, 2024 by UbiOps

At Dutch Analytics, we are a big fan of the cloud. It offers us the resources and flexibility we require, without the hassle of maintenance. But we notice that for many of our clients, computing in the cloud seems like a daunting task. We also see that as most Data Scientists start out in a […]

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Blog

September 16, 2020 / July 26, 2023 by UbiOps

The Hague, 2020 Dutch Analytics introduces UbiOps (formerly: Xenia) as the new name of its platform. At the beginning of this year, Dutch Analytics introduced a new software platform that helps companies to make data-driven models operational, maintain them and integrate with existing systems after development. The mission of Dutch Analytics is to run data […]

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Blog

July 30, 2020 / July 26, 2023 by yannick

On the 30th of July 2020, we have released a new version (v2.1) of the UbiOps platform. We made major improvements to the underlying architecture over the past months. These result in better performance, faster response times and higher reliability of UbiOps. Besides this, new functionality is available. Check the new Features & Functionality overview […]

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Blog

June 24, 2020 / July 26, 2023 by support

Are you or any of your colleagues Data Scientists? Have you been involved in bringing data science models in production? Have you seen that the actual machine learning code is only a tiny fraction of the whole solution?

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Blog

June 11, 2020 / May 21, 2023 by support

If you work with any type of Machine Learning nowadays and you’ve ever thought about putting the AI you’re working on into production, this article is for you. Whether you’re a (lead) Data Scientist, Data Engineer, Product owner or anyone else involved in Machine Learning, I might be reading your mind on what your next […]

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Blog

June 11, 2020 / July 26, 2023 by support

Dutch Analytics collects financing from Rabobank to further develop its software platform UbiOps. The platform of Dutch Analytics helps companies to operationalize, manage and integrate data science models in an accessible way with existing IT systems. With the aim to accelerate the time-to-market of data-driven applications and to save significant IT costs for companies. The […]

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Blog

May 27, 2020 / June 23, 2021 by support

The last five years have seen a tremendous increase in data science efforts. Not surprisingly, as not only the field has advanced a lot in the areas of Machine Learning and Artificial Intelligence, but also more and more companies ...

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