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The Seldon team are delighted to announce the release of version 1.2 of our open source model deployment platform for Kubernetes. The release follows our award win for ‘Best Innovation in Open Source Technology’ at the 2020 CogX Innovation Awards and provides several updates outlined below. Following the release, Seldon CTO Clive Cox commented “With…
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Boris Lublinsky, Principal Architect at Lightbend has written a fantastic post on their blog discussing the role of model serving in building a real-time streaming application. He also reveals how to implement and deploy machine learning (ML) models with open-source frameworks Cloudflow and Seldon. “Today’s customers expect to receive information in real time. In order…
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Seldon has just released v0.4.0 of our outlier, adversarial & data drift detection library Alibi Detect with a multitude of new features that enable organisations to minimise risk and keep on top of their machine learning models. As AI and deep learning techniques continue to rapidly develop, these techniques are increasingly critical for businesses to…
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Introduction Anomaly or outlier detection has many applications, ranging from preventing credit card fraud to detecting computer network intrusions or uncovering medical problems. It can also be used to flag observations in your machine learning pipeline that are different from the data used to train the algorithms. Seldon Core is a language and toolkit agnostic…
Read ArticleThis post was originally published by Intel Corporation on November 19, 2018. You can now run Intel’s machine learning model optimization tools using nGraph library and the Intel® Distribution of OpenVINO™ toolkit on Seldon Core*. In this article we discuss the challenges involved for organizations that want to put machine learning models into production and…
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This post was originally published on the Ambassador API Gateway blog. Can you tell us about yourself and what your company does? I am Clive Cox, CTO of Seldon. Seldon’s focus is to help organisations successfully deploy machine learning solutions to production. We provide an open source product Seldon Core which provides a Kubernetes based…
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An iCub robot learns how to play from a child. Photograph: Dr Patricia Shaw/EPSRC/PA It’s hard to miss the fanfare – AI/Machine Learning is going to bring a huge transformation to the banking sector. But application is slow. The fit is uncomfortable. It’s become clear that to achieve the greatest results, there needs to be…
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Let’s get something straight from the beginning: this is a fun post! The title is catchy, I’ll admit that, but there are no generalisations claims here. I’m not going to give you a complete formulation of machine learning in Dirac notation. This post is the story of how one can get inspired by Dirac notation…
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Seldon has been working at the intersection between machine learning and fintech, and was part of the Barclays Accelerator London ’16 cohort. This perspective has given me a chance to observe some nascent trends for AI and machine learning in fintech that will define this year: AI in Production – AI is only used by…
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AlphaGo wasn’t just a victory for artificial intelligence. When millions of people across the world tuned in to watch DeepMind’s machine beat the human Go world champion Lee Sedol, they also witnessed a historic victory for open-source. DeepMind used a scientific computing framework called Torch extensively in the development and execution of AlphaGo’s neural networks….
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