Instantly scale AI and machine learning workloads on GPU on-demand
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 […]
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Technology UbiOps
October 6, 2022 / September 4, 2023 by [email protected]
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 [email protected]
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 […]
Functionality UbiOps
May 30, 2022 / July 26, 2023 by [email protected]
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. […]
Support UbiOps
May 30, 2022 / January 3, 2024 by [email protected]
If you’ve been working with UbiOps for a while you might notice that you were performing the same actions every time you wanted to deploy a new version of your model. By adding a continuous integration / continuous delivery (CI/CD) pipeline to your projects you can automate these repetitive tasks so that you can focus […]
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 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 […]
Functionality Product update UbiOps
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 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 […]
October 28, 2021 / January 5, 2024 by [email protected]
If you are active in Machine Learning and know a thing or two about cloud services and technologies, you probably came across Kubernetes somewhere. In this post, I will explain the core concepts of Kubernetes and how this can be helpful for running machine learning (ML) workloads. Table of contents Microservice applications What is Kubernetes […]
Blog Functionality UbiOps
September 29, 2021 / February 17, 2025 by [email protected]
This article will show you how to deploy an R pipeline, that chains two deployments together, the pipeline will predict house prices from this public dataset. The first deployment will explore and prepare the data for the second deployment, which will predict the prices of houses.
September 22, 2021 / January 5, 2024 by [email protected]
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.
Blog UbiOps
September 14, 2021 / January 5, 2024 by [email protected]
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 […]
September 8, 2021 / July 26, 2023 by [email protected]
It can be quite confusing keeping track of what all these different pipelines are and how they differ from one another. In this article, we will map out and compare a few common pipelines, as well as clarify where UbiOps pipelines fit in the general picture.
September 2, 2021 / July 26, 2023 by [email protected]
On the 2nd of September 2021 we have released new functionality and made improvements to our UbiOps SaaS product. Here is an overview of the new functionality and changes: ✔️ New organization area in the WebApp To improve navigation and admin-related tasks we have created a new organization area. In this area, you can view […]
Events Product update UbiOps Webinars
April 29, 2021 / July 26, 2023 by [email protected]
UbiOps Release update 2.8.0. The first UbiOps release update shows you in under 30 minutes what changes we have made to the platform in the past month. Curious to follow along, or just sit back and listen to what’s new and how it works? It’s open for anyone, so sign up here and we’ll see you on […]
