Instantly scale AI and machine learning workloads on GPU on-demand
Using AI to create a sustainable environment:
Blog Functionality Technology UbiOps
October 28, 2021 / January 5, 2024 by UbiOps
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 […]
Read more »
Tagged
Blog Functionality UbiOps
September 29, 2021 / January 3, 2024 by UbiOps
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 8, 2021 / July 26, 2023 by UbiOps
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.
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 […]
August 16, 2021 / January 5, 2024 by UbiOps
If your company is doing anything with data science and analytics, you will probably recognize that there are multiple stages to a project and that there need to be many different teams and skillsets involved. Table of contents Data science lifecycle The importance of serving & orchestration Other stages of the data science lifecycle Integrations […]
August 11, 2021 / January 5, 2024 by UbiOps
Written by Alexander Mik (Rockfeather) and Wouter Hollander (UbiOps) Introduction of use case Visualising your data is a great way to bring the right message across to your audience. Until now, data processing scripts or low-code functionality enabled BI analysts to transform the data and filter out only the most important data. At the same […]
August 3, 2021 / January 5, 2024 by UbiOps
Combining R and Python in the same pipeline While hundreds of programming languages exist, Python and R remain the most popular ones to use in the world of data science. R is a great language to make visualizations and graphs, furthermore, it has many functionalities for data analysis. Python is a general-purpose language that is […]
July 22, 2021 / January 5, 2024 by UbiOps
While the majority of companies is able to transform and visualise data in a user-friendly way, the demand to visualise the outcome of data science, such as machine learning models, is increasing. However, Tableau doesn’t run python, nor does PowerBI. Usually, the BI analyst does not have all the required Azure or AWS certifications to […]
Blog Functionality Product update
October 8, 2020 / July 26, 2023 by UbiOps
On the 8th of October 2020, we have released new functionality and we made improvements to UbiOps SaaS. Here is an overview of what is new in UbiOps: Scheduler for model & pipeline execution We added the possibility to create a request schedule for models or pipelines in UbiOps. This way you can make periodic requests […]
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 […]