Tag: #machinelearning

Blog Technology UbiOps

June 2, 2023 / January 8, 2024 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 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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Blog Functionality

April 6, 2023 / January 8, 2024 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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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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Functionality Technology

August 6, 2022 / July 26, 2023 by UbiOps

In this blog post we will give you an overview on how to create a training job and run it in the cloud using UbiOps. This structure can be used for pretty much all frameworks like Tensorflow, Keras, Pytorch, Scikit Learn and others.

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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 UbiOps

September 14, 2021 / January 5, 2024 by UbiOps

Where to get started? Let’s start with admitting that there is no 100% waterproof pros and cons list of buying vs building an ML Ops stack that works for everyone. It always depends on your specific situation. In this article, I try to highlight some of the most important considerations to make and explain the […]

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Blog Functionality

August 25, 2021 / January 3, 2024 by UbiOps

Imagine this, you have just created a trained machine learning model or written an algorithm in R, and now you are looking for ways to put that code into practice. Well, you have come to the right place. UbiOps is a SaaS service that lets you make your data science application a reality and supports […]

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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 Companies

November 24, 2020 / July 26, 2023 by UbiOps

Get to know whether your video or photo is a deep fake, powered by UbiOps and DuckDuckGoose. We are happy to announce that DuckDuckGoose chooses to work with UbiOps for their deep fake detection software called “DeepDetector”. It not only detects deep fakes but also explains its actions. DuckDuckGoose chooses to work with UbiOps to […]

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Blog Product update

November 11, 2020 / January 5, 2024 by UbiOps

Why do both matter? More and more organizations – small and large – are coming out of the Proof of Concept phase of developing machine learning models. They’re now up to the task of putting these machine learning algorithms into operation and let them create the promised value. We call this MLOps, or machine learning […]

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Blog Pricing Security

October 14, 2020 / January 5, 2024 by UbiOps

As the field of cloud computing is expanding, we see that many of our clients wonder whether migrating to the cloud is a feasible option for them. It can be hard to keep up with all that is happening when new services and vendors go online every day. We believe that the key to acknowledging […]

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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 Functionality

September 30, 2020 / January 5, 2024 by UbiOps

In the previous  How to deploy YOLOv4 on UbiOps, we showed how easy it is to deploy and serve a pre-trained image recognition model with UbiOps. UbiOps is a robust and scalable production environment for data science and machine learning workloads. If you want to read more about what is important in an AI production […]

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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

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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Uncategorized

April 1, 2020 / March 15, 2021 by support

For many, working from home sounds like a dream. Sending emails from the couch, flexible working hours and chatting with colleagues on camera. Sounds cool, right? Certainly, you can become less disturbed and boost your productivity while working from home! The current situation of the Coronavirus has forced many teams to isolate themselves and work […]

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