Tag: MLOps

Functionality Technology

August 29, 2024 / August 29, 2024 by UbiOps

Machine learning operations (MLOps) involve a set of techniques and principles aimed at the design, development, deployment, and maintenance of machine learning models for production use. The purpose of MLOps is to establish a clear set of guidelines to simplify the complex process of bringing a model into production. You can also learn more about […]

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Functionality Review product

July 12, 2024 / July 12, 2024 by UbiOps

What UbiOps delivers more than standard Model Serving Platforms? Model serving is the process of providing access to production-level models for end-users or applications. Meaning that they will be deployed for internal or external usage . In most cases, such as with UbiOps, they will be available via a REST API. This stage is very […]

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Functionality Technology

August 4, 2023 / January 22, 2024 by UbiOps

What can you get out of this guide? In this guide, we explain how to deploy LLaMa 2, an open-source Large Language Model (LLM), using UbiOps for easy model hosting and Streamlit for creating a chatbot UI. The guide provides step-by-step instructions for packaging a deployment, loading it into UbiOps, configuring compute on GPUs and […]

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Functionality Technology

July 28, 2023 / August 17, 2023 by UbiOps

Artificial Intelligence (AI) has emerged as a world-changing technology with a wide range of applications across industries. From virtual assistants to autonomous vehicles and advanced data analytics, AI has started to revolutionize the way we live and work. However, most AI algorithms require a very large amount of computational power to process and analyze all the necessary data. This is where […]

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Events Functionality

July 28, 2023 / August 17, 2023 by UbiOps

UbiOps, leading platform for deploying and scaling Artificial Intelligence (AI) and Machine Learning (ML) models, is proud to introduce advanced functionality for training AI models in the cloud. This development allows businesses to manage even more of their AI development lifecycle on the UbiOps platform and also leverage Generative AI faster. Training and fine-tuning AI […]

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Collaborations

July 25, 2023 / August 17, 2023 by UbiOps

Challenge Iv-Infra wanted to take its data storage and processing to a higher level, with the goal of accelerating and improving processes. Solution ADC analysed, advised, and realised a new infrastructure. Microsoft Azure was used for central data storage and linked to the UbiOps platform for writing and executing scripts. Result Scripts and tools became […]

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Collaborations Product update

June 22, 2023 / July 26, 2023 by UbiOps

The new training functionality allows users to quickly integrate their own code on UbiOps, to create experiments where training runs are monitored, and where the resulting performance of the models can be compared

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Blog Technology UbiOps

June 2, 2023 / January 8, 2024 by UbiOps

  MLOps: must-know information for getting started with operationalizing machine learning In recent years, businesses have increasingly been trying to apply machine learning (ML) to their data. This has led to improved efficiency and cost savings for those who succeeded, because ML can be used to automate routine tasks and gain insights from data that […]

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Blog Functionality Product update

June 1, 2023 / July 26, 2023 by UbiOps

Training Machine Learning models in the cloud from scratch can be a challenging task. In this post we will dive into why UbiOps is not only useful for running and scaling model inference, but can also be used to run training jobs for Machine Learning models. UbiOps has a built-in functionality for managing and running […]

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Functionality Product update

June 1, 2023 / July 31, 2023 by UbiOps

UbiOps release news – version 2.24.0 On the 1st of June 2023 we released new functionality and made improvements to our UbiOps SaaS platform. On this page we will walk you through the changes with some examples of how to use the new functionality Python client library version for this release: 3.15.0CLI version for this release: 2.15.0 […]

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Functionality Technology

May 18, 2023 / April 3, 2024 by UbiOps

Using GPUs alongside CPUs to do ML-model inference is a great step to take if speed and performance is crucial.

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Blog Functionality Product update

April 19, 2023 / July 26, 2023 by UbiOps

UbiOps release news – version 2.23.0 On the 20th of April 2023 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the changes is given below. Python client library version for this release: 3.15.0 CLI version for this release: 2.15.0 ✔️Support for Training (Beta) We added new functionality […]

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Blog Events

April 18, 2023 / July 26, 2023 by UbiOps

We attended the LLMs in Production conference, hosted digitally by the MLOps Community - a fantastic conference with excellent speakers.

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Blog Technology UbiOps

April 15, 2023 / July 26, 2023 by UbiOps

AI in clinical care: There are many factors at play when it comes to getting AI adopted in routine clinical care. From regulations to architecture problems.

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Blog Events

April 13, 2023 / July 26, 2023 by UbiOps

Our takeaways from the NLAIC conference Yesterday we had the pleasure of attending the NLAIC conference in the Jaarbeurs in Utrecht. The entire event was centered around getting to an implementation stage in AI development. A lot of energy and time has been poured into a wide variety of AI projects over the past couple […]

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Functionality Technology UbiOps

April 12, 2023 / September 27, 2023 by UbiOps

UNET is a commonly used neural network architecture in biomedical image segmentation. Use UbiOps to run it in the cloud!

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Blog Functionality

April 6, 2023 / January 8, 2024 by UbiOps

Using APIs as a clean interface between the analytics and the application that makes use of them allows for faster product development.

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Blog Functionality Technology UbiOps

March 31, 2023 / January 22, 2024 by UbiOps

Impending GPU shortage due to explosion in demand: 2023 update on how to tackle the shortage of GPUs

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Events Technology

March 13, 2023 / July 26, 2023 by UbiOps

The field of machine learning (ML) is growing rapidly, with companies entering at a rapid pace. It’s clear that incorporating machine learning into your business is the way to go, and the best way to do that is by applying MLOps.  The MLOps community is booming, and MLOps conferences are a great way to stay […]

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Collaborations Functionality

March 2, 2023 / July 26, 2023 by UbiOps

The Hague, Netherlands. 01.03.2023. UbiOps joined the NVIDIA AI Accelerated program! As part of the initiative, UbiOps will work closely with NVIDIA to optimize its platform for NVIDIA GPU-accelerated computing, enabling customers to quickly deploy and scale their machine learning models. “We’re thrilled to be a part of the NVIDIA AI Accelerated program,” says UbiOps […]

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Technology UbiOps

February 7, 2023 / July 26, 2023 by UbiOps

Ten articles UbiOps recommends for you to read to get started with machine learning operations Machine learning is a hot topic: the release of ChatGPT fired the imagination of many. How can artificial intelligence (AI) help us make progress in our organisations? Your customers can benefit from improved products and services powered by AI solutions. […]

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Collaborations Functionality Security UbiOps

October 5, 2022 / July 26, 2023 by UbiOps

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 […]

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Functionality Technology

August 6, 2022 / July 26, 2023 by UbiOps

In this blog post we will give you an overview on how to create a training job and run it in the cloud using UbiOps. This structure can be used for pretty much all frameworks like Tensorflow, Keras, Pytorch, Scikit Learn and others.

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Collaborations Functionality Security

August 1, 2022 / July 26, 2023 by UbiOps

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