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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 […]
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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.
Blog Technology UbiOps
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.
Product update UbiOps
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 […]
Blog Functionality
August 25, 2021 / January 3, 2024 by [email protected]
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 / February 17, 2025 by [email protected]
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 [email protected]
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 [email protected]
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 13, 2025 by [email protected]
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 […]
Product update Technology
July 20, 2021 / July 26, 2023 by [email protected]
UbiOps version 2.10.0 On the **20th of July 2021** we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the new functionality and changes: Support for requests up to 48 hours Batch requests can now take up to 48 hours to complete. This enables you to run longer running workloads on UbiOps, such as training jobs, parsing, big database insertions […]
