Instantly scale AI and machine learning workloads on GPU on-demand
Functionality Product update UbiOps
January 10, 2023 / July 26, 2023 by [email protected]
UbiOps release news – version 2.21.0 On the 10th of January 2023 we have released new functionality and made improvements to our UbiOps SaaS product. On this page you can read all about it. We have also prepared a release demo for you! Create your free account ✔️ New file system To improve working with files […]
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Functionality Product update
November 24, 2022 / July 26, 2023 by [email protected]
[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_shadow=”none” column_border_radius=”none” column_link_target=”_self” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1/1″ tablet_width_inherit=”default” tablet_text_alignment=”default” phone_text_alignment=”default” column_border_width=”none” column_border_style=”solid” bg_image_animation=”none”][vc_column_text] Exciting things you can build with the new UbiOps operators! On the 24th of November we introduced pipeline operators in UbiOps. […]
Product update UbiOps
November 23, 2022 / July 26, 2023 by [email protected]
[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_shadow=”none” column_border_radius=”none” column_link_target=”_self” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1/1″ tablet_width_inherit=”default” tablet_text_alignment=”default” phone_text_alignment=”default” column_border_width=”none” column_border_style=”solid” bg_image_animation=”none”][vc_column_text] UbiOps release news – version 2.20.0 On the 24th of November 2022 we released our latest version of UbiOps Saas with […]
Events
October 7, 2022 / July 26, 2023 by [email protected]
Blog Functionality
August 18, 2022 / July 26, 2023 by [email protected]
in this article we will explain in more detail the differences between Slurm, Kubernetes and UbiOps.
Blog Collaborations Technology
August 1, 2022 / July 26, 2023 by [email protected]
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. […]
Collaborations Events
June 16, 2022 / January 5, 2024 by [email protected]
Last week (7th-10th of June 2022) we had the pleasure to travel all the way to Toronto together for the MLOps world conference 2022! It was a 4 day conference of which two days were online and filled with workshops and talks, and two days were in-person at the Sheraton Conference center. It was really […]
Blog Product update
May 12, 2022 / July 26, 2023 by [email protected]
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 […]
Blog
April 14, 2022 / July 26, 2023 by [email protected]
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 […]
Blog Functionality Technology
March 28, 2022 / July 26, 2023 by [email protected]
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 […]
Blog Technology UbiOps
March 22, 2022 / January 8, 2024 by [email protected]
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 […]
Blog Functionality Product update Technology UbiOps
March 17, 2022 / July 26, 2023 by [email protected]
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 […]
Blog Collaborations Functionality
February 24, 2022 / July 26, 2023 by [email protected]
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 […]
February 11, 2022 / January 5, 2024 by [email protected]
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 […]
February 7, 2022 / July 26, 2023 by [email protected]
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. […]
Blog Functionality Technology UbiOps
January 27, 2022 / July 26, 2023 by [email protected]
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 […]
Blog Functionality Usage
January 12, 2022 / January 5, 2024 by [email protected]
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 […]
January 11, 2022 / January 3, 2024 by [email protected]
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 […]
Blog Whitepapers
January 1, 2022 / January 5, 2024 by [email protected]
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...
December 8, 2021 / January 3, 2024 by [email protected]
Some time ago I wrote an article about comparing the performance of the TensorFlow runtime versus the ONNX runtime. In that article I showed how to improve inference performance greatly by simply converting a TensorFlow neural network to ONNX and running it using the ONNX runtime. I didn’t explain what ONNX actually is, this article […]
December 2, 2021 / January 5, 2024 by [email protected]
UbiOps version 2.13.0 On the 2nd of December 2021 we have released new functionality and made improvements to the UbiOps SaaS product. An overview of the new functionality and changes: Create your free account Request notifications You can now receive a notification when a batch request is done. This can be convenient for requests […]
November 23, 2021 / January 5, 2024 by [email protected]
Building a machine learning model is great, but turning it into a live web application is a whole other story. Things like security, scalability, monitoring API management, and shareability all have to be taken into account. Today I want to show you how you can easily turn your python model into a live web app, […]
November 10, 2021 / January 5, 2024 by [email protected]
Introduction Customer segmentation is a great way of improving your understanding of your customers so that you can react better to their needs. To really get the most out of customer segmentation, it is good practice to automate it so you minimize manual work and time spent. In this article, I will show you how […]
November 2, 2021 / January 3, 2024 by [email protected]
Docker explained: the solution to the “It worked on my laptop” issue Docker is gaining a lot of traction and has been adopted by millions of companies worldwide, but what is the hype about? Docker can be a very vague concept at first, so let me break it down for you. Table of contents What […]
