Technology

MLOps: Isn’t that just DevOps? Ryan Dawson speaks at MLOps Coffee Session

Ryan Dawson, Engineer at Seldon, digs into what separates MLOps and DevOps in this video session with the MLOps.community. Abstract: It can be tricky to explain MLOps to colleagues and managers who are used to traditional software engineering and DevOps, let alone your gran. We have to answer the ‘Isn’t that just DevOps?’ question clearly,…

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Seldon Core

Seldon Core 1.2 Release

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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Stream-Based Model Serving with Cloudbend and Seldon

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 releases v0.4.0 of Alibi Detect

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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Outlier Detection with Seldon

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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Orchestrating Machine Learning Models on Kubernetes* with Seldon*, nGraph Library and Intel® Distribution of OpenVINO™Toolkit

This 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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AI can make us Banking Masters or Morons

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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