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Here at Seldon, we are deeply concerned about the impact of COVID-19 on people’s lives. The people on the front line of healthcare and research are the true heroes of this time – and everyone has a part to play to support them and flatten the curve. We believe AI has the power to offer…
Read ArticleOne of the biggest blockers to leveraging neural networks across industries is that modern machine learning models are an algorithmic “black box”. Explainable AI is a relatively new area of research which allows organisations to confidently deploy models into production by providing a human-interpretable explanation for model outputs. There were various methodologies and research papers…
Read ArticleHere at Seldon, we’re immensely proud of the work we’re been doing on the KFServing project alongside other contributors from Google, Microsoft, Bloomberg and IBM — the official Kubeflow 1.0 release is a milestone worth celebrating. Kubeflow is Google’s solution for deploying machine learning stacks on Kubernetes and was built to address two major issues…
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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…
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16 January 2019, London. Seldon, the machine learning deployment specialist, today announced a £2.7m funding round led by Amadeus Capital Partners alongside Global Brain Corporation, Techstars and other existing investors. Seldon is a pioneering global technology business focused on the fast-growing machine intelligence market. Its open-source machine learning deployment platform makes it easier and quicker…
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Delivers customers advanced model serving and management running on Amazon Web Services. LAS VEGAS – AWS re:Invent 2018 – November 27, 2018 — Seldon, the open-source machine learning deployment platform, today launched Seldon Core on the new AWS Marketplace for Containers. Customers can now easily deploy machine learning models and experiments at scale running on…
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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Reflecting the spirit of Seldon Over a balmy summer’s weekend in 2014, I began work on the initial draft of a business plan for a new startup – an open source machine learning platform – and Seldon was the first name that came into my head. Sci-fi fans will recognise the name as a nod…
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We are thankful to everyone who attended one of our biggest events this summer – AI Cruise 2018! We’ve been running regular events for data science and business communities and to make the most of the English summer, bring together our clients and community, we decided to host our summer party on the Thames. Little…
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