Instantly scale AI and machine learning workloads on GPU on-demand
Collaborations Functionality
December 19, 2022 / July 26, 2023 by [email protected]
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 [email protected]
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 […]
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 […]
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 […]
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.
Collaborations Technology
August 1, 2022 / July 26, 2023 by [email protected]
UbiOps a Dutch based MLOPS software company, partners with GreenAI, a Swedish based Super Compute Cloud for AI. The combination of this partnership enables data analytics teams to run, manage and scale AI and machine learning workloads in a ‘Green HPC’ environment
Collaborations Security Technology
July 27, 2022 / January 5, 2024 by [email protected]
Functionality Technology
July 6, 2022 / January 22, 2024 by [email protected]
Autoscaling is an essential MLOps tool for allocating resources automatically to different MLOps workloads. A lot of MLOps tasks have very variable workloads and traffic. If your use case falls into that category, you need autoscaling. Because if you don’t use autoscaling you either: Spend a lot of money on over-provisioning resources that can handle […]
Collaborations
June 29, 2022 / January 3, 2024 by [email protected]
To ensure the Dutch infrastructure remains safe and accessible, with an optimal through-flow of traffic, the Digital Asset Management department of BAM Infra Netherlands (BAM) uses computer vision to analyze existing road infrastructure. To create a scalable and efficient operation, BAM works together with UbiOps, the Dutch platform that enables data scientists to run and […]
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 […]
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. […]
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 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 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 […]
Blog Collaborations Functionality
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 […]
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 […]
Blog Functionality Technology UbiOps
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 Pricing Security
October 14, 2020 / January 5, 2024 by [email protected]
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 […]
September 10, 2020 / January 5, 2024 by [email protected]
Image recognition is a popular and important field within machine learning. Many models exist to for example classify objects within images. In this tutorial, we will take a look at one of these image recognition models called YOLOv4 (You only look once) and install it locally. Take a look at the paper and the website from the author. […]
Uncategorized
February 26, 2020 / July 26, 2023 by support
Regarding the COVID-19 situation in the Netherlands Since the health and wellbeing of our attendees is our main priority, we sadly announce that our event has been canceled for March 19th, 2020. We need to postpone our first event about Machine Learning in Travel. Meanwhile, keep your eyes on our Meetup group and stay up […]
