Tag: mlmodel

Functionality

August 15, 2023 / August 17, 2023 by UbiOps

Pros and cons of different techniques More and more companies are actively using artificial intelligence (AI) in their business, and, slowly but surely, more models are being brought into production. When making the step towards production, inference time starts to play an important role. When a model is external user facing, you typically want to […]

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Functionality Technology UbiOps

February 20, 2023 / July 26, 2023 by UbiOps

A new file system in UbiOps We recently released a new file system at UbiOps, which makes it a lot easier to work with files on the UbiOps platform. To show you how the new system works I will walk you through an example. In the last release we changed our file system from working […]

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Blog Collaborations Functionality

January 11, 2022 / January 3, 2024 by UbiOps

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 […]

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Blog Collaborations

May 25, 2021 / January 5, 2024 by UbiOps

Making ML Ops observable and explainable: serving, hosting and monitoring combined.  Maximizing performance and minimizing risk are at the heart of model monitoring. In mission-critical AI models, real-time visibility is crucial. Respond quickly by retraining your model, replacing the current version or tweaking the pipelines. Additionally, setting up your serving and hosting infrastructure in a […]

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