Category: Blog

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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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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Blog Events

April 13, 2023 / July 26, 2023 by UbiOps

Our takeaways from the NLAIC conference Yesterday we had the pleasure of attending the NLAIC conference in the Jaarbeurs in Utrecht. The entire event was centered around getting to an implementation stage in AI development. A lot of energy and time has been poured into a wide variety of AI projects over the past couple […]

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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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Blog Collaborations Technology

March 15, 2023 / July 26, 2023 by UbiOps

Drones allow you to take spectacular photos and videos from the air, with the images and videos providing a wealth of information. They caught onto this quickly at Droneview. The Leeuwarden-based company takes measurements and performs inspections from the air, and with algorithms developed in-house, the data they obtain is processed automatically into ready-to-use information […]

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Blog Technology UbiOps

February 1, 2023 / July 26, 2023 by UbiOps

What is the new chatbot ChatGPT and what sets it apart from other chatbots? In November 2022, OpenAI released ChatGPT, an artificially intelligent chatbot that can answer just about any question and can be interacted with for free. ChatGPT is an implementation of the powerful GPT-3 transformer model, a generative artificial intelligence (generative AI). This […]

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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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Blog Collaborations Technology

August 1, 2022 / July 26, 2023 by UbiOps

UbiOps helps Bayer Crop Science to scale with computer vision workloads across GPUs rapidly and easily. The project will create a new milestone providing a flexible service, making it possible to run unpredictable loads at high throughput and low cost. The collaboration between UbiOps and Bayer Crop Science started in the beginning of 2022. Dr. […]

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Blog Product update

May 12, 2022 / July 26, 2023 by UbiOps

UbiOps release news – version 2.16.0 On the 12th of May 2022 we have released new functionality and made improvements to the UbiOps SaaS product. We took your feedback to heart and included some often requested features, as well as general speed and stability improvements. An overview of the changes with accompanying screenshots can be […]

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Blog

April 14, 2022 / July 26, 2023 by UbiOps

Machine Learning Infrastructure vs traditional IT Infrastructure 2 years ago I had heard of DevOps and knew some bits and pieces of how AI works, such as: you take data from somewhere, train a model when you’re satisfied you feed it new data and work with the results! In reality, it’s not that simple. On the […]

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Blog Functionality Technology

March 28, 2022 / July 26, 2023 by UbiOps

I wrote an article on how you can improve neural network inference performance by switching from TensorFlow to ONNX runtime. But now UbiOps also supports GPU inference. We all know GPU’s can improve performance a lot but how do you-get your ONNX model running on a GPU? And should I run all of my neural […]

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Blog Technology UbiOps

March 22, 2022 / July 26, 2023 by UbiOps

Let’s imagine the following use case: I’ve built a model that tries to predict how much a person will spend in an online webshop, using the age and the gender of a person. The training data set mostly consists of females, with the average age of all customers being 35. The model learns that mostly […]

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Blog Functionality Product update Technology UbiOps

March 17, 2022 / July 26, 2023 by UbiOps

UbiOps version 2.15.0 On the 17th of March 2022, we have released new functionality and made improvements to the UbiOps SaaS product. Here is an overview of the new functionality and changes:   Create your free account On-demand GPUs We already provided GPU support but we expanded this functionality to be on-demand. That means that […]

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Blog Collaborations Functionality

February 24, 2022 / July 26, 2023 by UbiOps

The adoption and implementation of low-code applications has made application development cheaper and faster, and more accessible to a large audience. OutSystems, one of the market leaders in the industry, seeks innovative collaborations to help their clients deliver more and more value. One of these collaborations is with UbiOps, a Dutch software company that enables […]

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Blog Functionality Technology

February 11, 2022 / July 26, 2023 by UbiOps

Set up a connection between a low-code app and your Python or R model #4 Integrate UbiOps with Betty Blocks. It can be hard and complicated to turn a Python or R model into an end-to-end application. You need to develop a front-end and a connection between the front-end and the model before the application […]

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Blog Functionality Technology

February 7, 2022 / July 26, 2023 by UbiOps

Powering your low-code app with AI #3 Integrate UbiOps with Appian. If you know Python or R and wish to make an AI powered app, or simply apply more advanced analytics to existing BI apps, this is the guide for you. In this case we explain how to integrate UbiOps with an Appian app specifically. […]

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Blog Functionality Technology UbiOps

January 27, 2022 / July 26, 2023 by UbiOps

UbiOps version 2.14.0 On the 27th of January 2022, we have released new functionality and made improvements to the UbiOps SaaS product. Here is an overview of the new functionality and changes: Create your free account   Configure your own request page We had recently released the simple request interface for your deployments, and it […]

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Blog Functionality Usage

January 12, 2022 / July 26, 2023 by UbiOps

Powering your low-code app with AI By hosting a Python script and integrating it via a simple API endpoint. If you know Python or R and wish to make an AI-powered app, or simply apply more advanced analytics to existing BI apps, this is the guide for you. In this case, we explain how to […]

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Blog Collaborations Functionality

January 11, 2022 / July 26, 2023 by UbiOps

We are excited to share we’ve partnered with WhyLabs to enable easy #machinelearning model monitoring 🚀 ⌚️ To showcase the integration, we will train a model to predict the price of a used car based on a number of factors (including horsepower, year, and mileage), deploy it with UbiOps and then monitor it “in production” with WhyLabs. We use […]

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Blog Whitepapers

January 1, 2022 / July 26, 2023 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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