Instantly scale AI and machine learning workloads on GPU on-demand
Blog Functionality Technology
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 […]
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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 […]
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 […]
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 […]
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 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, […]
Functionality Product update
October 28, 2021 / July 26, 2023 by [email protected]
On the 28th of October 2021 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the new functionality and changes: Import and export It is now possible to create an export of deployments, pipelines or even your entire project. We also added the option to import deployments and pipelines from […]
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 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.
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 […]
Blog Functionality Product update
October 8, 2020 / July 26, 2023 by [email protected]
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 [email protected]
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 […]
