dataengineering Archives - UbiOps - AI model serving, orchestration & training

UbiOps release notes v2.1

New features of UbiOps – July 2020

July 30, 2020 / July 26, 2023 by yannick

On the 30th of July 2020, we have released a new version (v2.1) of the UbiOps platform. We made major improvements to the underlying architecture over the past months. These result in better performance, faster response times and higher reliability of UbiOps. Besides this, new functionality is available. Check the new Features & Functionality overview […]

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#bigdata #datascience #MLmodels dataengineering saas startup UI webapp

Self-managed vs Saas

Self-managed vs SaaS: where to host your data science applications?

June 24, 2020 / July 26, 2023 by support

Are you or any of your colleagues Data Scientists? Have you been involved in bringing data science models in production? Have you seen that the actual machine learning code is only a tiny fraction of the whole solution?

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#datascience #machinelearning #MLmodels aws azure dataengineering googlecloud MLOps saas

MLOps – “Thou shalt always scale” 10 requirements of MLOps

June 11, 2020 / May 21, 2023 by support

If you work with any type of Machine Learning nowadays and you’ve ever thought about putting the AI you’re working on into production, this article is for you. Whether you’re a (lead) Data Scientist, Data Engineer, Product owner or anyone else involved in Machine Learning, I might be reading your mind on what your next […]

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#bigdata #datascience #machinelearning dataengineering MLOps Python